{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T16:47:47Z","timestamp":1783010867337,"version":"3.54.6"},"reference-count":367,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2022,4,12]],"date-time":"2022-04-12T00:00:00Z","timestamp":1649721600000},"content-version":"vor","delay-in-days":101,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Internet of Things and Cyber-Physical Systems"],"published-print":{"date-parts":[[2022]]},"DOI":"10.1016\/j.iotcps.2022.04.001","type":"journal-article","created":{"date-parts":[[2022,4,14]],"date-time":"2022-04-14T19:44:18Z","timestamp":1649965458000},"page":"12-30","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":377,"special_numbering":"C","title":["Medical 4.0 technologies for healthcare: Features, capabilities, and applications"],"prefix":"10.1016","volume":"2","author":[{"given":"Abid","family":"Haleem","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mohd","family":"Javaid","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ravi","family":"Pratap Singh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rajiv","family":"Suman","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"9","key":"10.1016\/j.iotcps.2022.04.001_bib1","doi-asserted-by":"crossref","first-page":"2499","DOI":"10.1109\/JBHI.2020.2973467","article-title":"Secure health data sharing for medical cyber-physical systems for healthcare 4.0","volume":"24","author":"Qiu","year":"2020","journal-title":"IEEE J. biomed. health inform."},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib2","first-page":"1","article-title":"The times they are a-changin\u2019\u2013healthcare 4.0 is coming!","volume":"44","author":"Chen","year":"2020","journal-title":"J.\u00a0Med. Syst."},{"issue":"12","key":"10.1016\/j.iotcps.2022.04.001_bib3","doi-asserted-by":"crossref","first-page":"5118","DOI":"10.3390\/su12125118","article-title":"The organizational aspect of human resource management as a determinant of the potential of polish hospitals to manage medical professionals in healthcare 4.0","volume":"12","author":"Buchelt","year":"2020","journal-title":"Sustainability"},{"key":"10.1016\/j.iotcps.2022.04.001_bib4","doi-asserted-by":"crossref","first-page":"118433","DOI":"10.1109\/ACCESS.2020.3004790","article-title":"A\u00a0novel smart healthcare design, simulation, and implementation using healthcare 4.0 processes","volume":"8","author":"Kumar","year":"2020","journal-title":"IEEE Access"},{"key":"10.1016\/j.iotcps.2022.04.001_bib5","first-page":"1","article-title":"Artificial intelligence and internet of things based healthcare 4.0 monitoring system","author":"Kishor","year":"2021","journal-title":"Wireless Pers. Commun."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib6","first-page":"1","article-title":"The potential of Big Data research in healthcare for medical doctors' learning","volume":"45","author":"Au-Yong-Oliveira","year":"2021","journal-title":"J.\u00a0Med. Syst."},{"key":"10.1016\/j.iotcps.2022.04.001_bib7","doi-asserted-by":"crossref","first-page":"211189","DOI":"10.1109\/ACCESS.2020.3038858","article-title":"Health 4.0: on the way to realizing the healthcare of the future","volume":"8","author":"Al-Jaroodi","year":"2020","journal-title":"IEEE Access"},{"key":"10.1016\/j.iotcps.2022.04.001_bib8","doi-asserted-by":"crossref","first-page":"249","DOI":"10.1109\/RBME.2018.2848518","article-title":"Introduction to the special section: convergence of automation technology, biomedical engineering, and health informatics toward healthcare 4.0","volume":"11","author":"Pang","year":"2018","journal-title":"IEEE Rev. Biomed. Eng."},{"key":"10.1016\/j.iotcps.2022.04.001_bib9","series-title":"IEEE INFOCOM 2020-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","first-page":"255","article-title":"Vahak: a blockchain-based outdoor delivery scheme using UAV for healthcare 4.0 services","author":"Gupta","year":"2020"},{"key":"10.1016\/j.iotcps.2022.04.001_bib10","first-page":"138","article-title":"Sustainable securing of medical cyber-physical systems for the healthcare of the future","volume":"19","author":"Celdr\u00e1n","year":"2018","journal-title":"Sustain. Comp.: Informat. Sys."},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib11","doi-asserted-by":"crossref","first-page":"419","DOI":"10.1016\/j.dsx.2020.04.032","article-title":"Industry 4.0 technologies and their applications in fighting COVID-19 pandemic","volume":"14","author":"Javaid","year":"2020","journal-title":"Diabetes Metabol. Syndr.: Clin. Res. Rev."},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib12","doi-asserted-by":"crossref","first-page":"531","DOI":"10.1142\/S2424862220300045","article-title":"Medical 4.0 and its role in healthcare during COVID-19 pandemic: a review","volume":"5","author":"Haleem","year":"2020","journal-title":"J.\u00a0Ind. Integr. Manage."},{"key":"10.1016\/j.iotcps.2022.04.001_bib13","doi-asserted-by":"crossref","first-page":"132302","DOI":"10.1109\/ACCESS.2020.3009783","article-title":"Towards medical data interoperability through collaboration of healthcare devices","volume":"8","author":"Jaleel","year":"2020","journal-title":"IEEE Access"},{"key":"10.1016\/j.iotcps.2022.04.001_bib14","series-title":"2018 11th International Conference on Developments in eSystems Engineering (DeSE)","first-page":"64","article-title":"Healthcare services innovations based on the state of the art technology trend industry 4.0","author":"Alloghani","year":"2018"},{"key":"10.1016\/j.iotcps.2022.04.001_bib15","article-title":"Blockchain-based electronic healthcare record system for healthcare 4.0 applications","volume":"50","author":"Tanwar","year":"2020","journal-title":"J.\u00a0Inf. Secur. Appl."},{"key":"10.1016\/j.iotcps.2022.04.001_bib16","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.compeleceng.2018.08.015","article-title":"Fog computing for Healthcare 4.0 environment: opportunities and challenges","volume":"72","author":"Kumari","year":"2018","journal-title":"Comput. Electr. Eng."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib17","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1109\/EMR.2019.2930702","article-title":"Healthcare 4.0","volume":"47","author":"Wehde","year":"2019","journal-title":"IEEE Eng. Manag. Rev."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib18","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1109\/MNET.011.2000069","article-title":"Blockchain-based UAV path planning for healthcare 4.0: current challenges and the way ahead","volume":"35","author":"Aggarwal","year":"2021","journal-title":"IEEE Network"},{"issue":"9","key":"10.1016\/j.iotcps.2022.04.001_bib19","doi-asserted-by":"crossref","first-page":"2506","DOI":"10.1109\/JBHI.2020.2996937","article-title":"Automatic medical code assignment via deep learning approach for intelligent healthcare","volume":"24","author":"Teng","year":"2020","journal-title":"IEEE J. biomed. health inform."},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib20","doi-asserted-by":"crossref","first-page":"427","DOI":"10.1142\/S2424862220500232","article-title":"Significance of health information technology (HIT) in context to COVID-19 pandemic: potential roles and challenges","volume":"5","author":"Singh","year":"2020","journal-title":"J.\u00a0Ind. Integr. Manage."},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib21","article-title":"Healthcare 4.0: a review of frontiers in digital health","volume":"10","author":"Jayaraman","year":"2020","journal-title":"Wiley Interdiscipl. Rev.: Data Min. Knowl. Discov."},{"issue":"S 01","key":"10.1016\/j.iotcps.2022.04.001_bib22","doi-asserted-by":"crossref","first-page":"e92","DOI":"10.3414\/ME18-02-0004","article-title":"Smart medical information technology for healthcare (SMITH)","volume":"57","author":"Winter","year":"2018","journal-title":"Methods Inf. Med."},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib23","doi-asserted-by":"crossref","first-page":"507","DOI":"10.1142\/S2424862220500220","article-title":"Industry 5.0: potential applications in COVID-19","volume":"5","author":"Javaid","year":"2020","journal-title":"J.\u00a0Ind. Integr. Manage."},{"key":"10.1016\/j.iotcps.2022.04.001_bib24","series-title":"2019 International Conference on Computer, Information and Telecommunication Systems (CITS)","first-page":"1","article-title":"HaBiTs: blockchain-based telesurgery framework for healthcare 4.0","author":"Gupta","year":"2019"},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib25","first-page":"87","article-title":"Prevalence of needlestick injuries among the healthcare professionals in Zahedan medical Sciences university","volume":"4","author":"Rakhshani","year":"2009","journal-title":"Iran. J. Epidemiol."},{"key":"10.1016\/j.iotcps.2022.04.001_bib26","first-page":"202","article-title":"How medical studies in Poland prepare future healthcare managers for crises and disasters: results of a pilot study","volume":"8","author":"Misztal-Oko\u0144ska","year":"2020"},{"issue":"10","key":"10.1016\/j.iotcps.2022.04.001_bib27","doi-asserted-by":"crossref","DOI":"10.1136\/bmjopen-2015-008345","article-title":"Clarifying the learning experiences of healthcare professionals with in situ and off-site simulation-based medical education: a qualitative study","volume":"5","author":"S\u00f8rensen","year":"2015","journal-title":"BMJ Open"},{"issue":"9","key":"10.1016\/j.iotcps.2022.04.001_bib28","doi-asserted-by":"crossref","first-page":"2535","DOI":"10.1109\/JBHI.2020.2990529","article-title":"Homecare robotic systems for healthcare 4.0: visions and enabling technologies","volume":"24","author":"Yang","year":"2020","journal-title":"IEEE J. biomed. health inform."},{"key":"10.1016\/j.iotcps.2022.04.001_bib29","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1016\/j.comcom.2020.02.018","article-title":"An exhaustive survey on security and privacy issues in Healthcare 4.0","volume":"153","author":"Hathaliya","year":"2020","journal-title":"Comput. Commun."},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib30","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1007\/S40037-017-0345-1","article-title":"What programmatic assessment in medical education can learn from healthcare","volume":"6","author":"Schuwirth","year":"2017","journal-title":"Perspect. med. ed."},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib31","doi-asserted-by":"crossref","first-page":"713","DOI":"10.1016\/j.jcot.2020.05.011","article-title":"Internet of medical things (IoMT) for orthopaedic in COVID-19 pandemic: roles, challenges, and applications","volume":"11","author":"Singh","year":"2020","journal-title":"J.\u00a0Clinic. Orthopaed. Trauma"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib32","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s12916-014-0213-3","article-title":"Medical education and the healthcare system-why does the curriculum need to be reformed?","volume":"12","author":"Quintero","year":"2014","journal-title":"BMC Med."},{"issue":"5","key":"10.1016\/j.iotcps.2022.04.001_bib33","doi-asserted-by":"crossref","first-page":"254","DOI":"10.1109\/MNET.011.1900636","article-title":"Edge computing based healthcare systems: enabling decentralized health monitoring in Internet of Medical Things","volume":"34","author":"Dong","year":"2020","journal-title":"IEEE Network"},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib34","doi-asserted-by":"crossref","DOI":"10.1136\/bmjopen-2017-018553","article-title":"Risk of pneumococcal diseases in adults with underlying medical conditions: a retrospective, cohort study using two Japanese healthcare databases","volume":"8","author":"Imai","year":"2018","journal-title":"BMJ Open"},{"key":"10.1016\/j.iotcps.2022.04.001_bib35","series-title":"Healthcare","first-page":"1","article-title":"An introduction to healthcare 4.0","volume":"4.0","author":"Chanchaichujit","year":"2019"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib36","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s12879-017-2895-6","article-title":"Interaction of healthcare worker hands and portable medical equipment: a sequence analysis to show potential transmission opportunities","volume":"17","author":"Jinadatha","year":"2017","journal-title":"BMC Infect. Dis."},{"key":"10.1016\/j.iotcps.2022.04.001_bib37","first-page":"323","article-title":"Attitudes and behavior towards interprofessional collaboration among healthcare professionals in a large academic medical center","volume":"8","author":"Ansa","year":"2020"},{"issue":"11","key":"10.1016\/j.iotcps.2022.04.001_bib38","doi-asserted-by":"crossref","DOI":"10.1136\/bmjopen-2014-005569","article-title":"Physician user satisfaction with an electronic medical records system in primary healthcare centres in Al Ain: a qualitative study","volume":"4","author":"Al Alawi","year":"2014","journal-title":"BMJ Open"},{"key":"10.1016\/j.iotcps.2022.04.001_bib39","doi-asserted-by":"crossref","first-page":"398","DOI":"10.1016\/j.compeleceng.2019.04.017","article-title":"Securing electronics healthcare records in healthcare 4.0: a biometric-based approach","volume":"76","author":"Hathaliya","year":"2019","journal-title":"Comput. Electr. Eng."},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib40","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1142\/S2424862220300069","article-title":"A\u00a0review of the role of smart wireless medical sensor network in COVID-19","volume":"5","author":"Ali","year":"2020","journal-title":"J.\u00a0Ind. Integr. Manage."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib41","first-page":"1","article-title":"Analysis of the factors influencing healthcare professionals' adoption of mobile electronic medical record (EMR) using the unified theory of acceptance and use of technology (UTAUT) in a tertiary hospital","volume":"16","author":"Kim","year":"2015","journal-title":"BMC Med. Inf. Decis. Making"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib42","first-page":"37","article-title":"Medical big data, intelligent healthcare delivery systems, and clinical information security","volume":"6","author":"Schraw","year":"2019","journal-title":"Am. J. Med. Res."},{"issue":"6","key":"10.1016\/j.iotcps.2022.04.001_bib43","article-title":"A\u00a0priority-based congestion-avoidance routing protocol using IoT-based heterogeneous medical sensors for energy efficiency in healthcare wireless body area networks","volume":"15","author":"Awan","year":"2019","journal-title":"Int. J. Distributed Sens. Netw."},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib44","doi-asserted-by":"crossref","first-page":"48","DOI":"10.4274\/mirt.00719","article-title":"Evaluation of awareness on radiation protection and knowledge about radiological examinations in healthcare professionals who use ionized radiation at work","volume":"23","author":"Yurt","year":"2014","journal-title":"Molecul. imag. radionucl. ther."},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib45","doi-asserted-by":"crossref","DOI":"10.1136\/bmjopen-2015-008751","article-title":"Registered nurse, healthcare support worker, medical staffing levels and mortality in English hospital trusts: a cross-sectional study","volume":"6","author":"Griffiths","year":"2016","journal-title":"BMJ Open"},{"key":"10.1016\/j.iotcps.2022.04.001_bib46","series-title":"2020 International Conference on Computing and Information Technology (ICCIT-1441)","first-page":"1","article-title":"Cybersecurity and data privacy in the cloudlet for preliminary healthcare big data analytics","author":"Javid","year":"2020"},{"key":"10.1016\/j.iotcps.2022.04.001_bib47","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2021.120666","article-title":"Impacts of Healthcare 4.0 digital technologies on the resilience of hospitals","volume":"166","author":"Tortorella","year":"2021","journal-title":"Technol. Forecast. Soc. Change"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib48","doi-asserted-by":"crossref","first-page":"30191","DOI":"10.3402\/meo.v20.30191","article-title":"Healthcare information technology in medical education\u2013a forgotten focus","volume":"20","author":"Malik","year":"2015","journal-title":"Med. Educ. Online"},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib49","doi-asserted-by":"crossref","first-page":"102","DOI":"10.1016\/j.cmrp.2019.04.001","article-title":"Industry 4.0 applications in medical field: a brief review","volume":"9","author":"Javaid","year":"2019","journal-title":"Curr. Med. Res. Pract."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib50","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1007\/s12063-019-00143-x","article-title":"Modelling the barriers of Health 4.0\u2013the fourth healthcare industrial revolution in India by TISM","volume":"12","author":"Ajmera","year":"2019","journal-title":"Oper. Manag. Res."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib51","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3901\/JME.2020.17.001","article-title":"Keep healthcare workers safe: application of teleoperated robot in isolation ward for COVID-19 prevention and control","volume":"33","author":"Yang","year":"2020","journal-title":"Chin. J. Mech. Eng."},{"issue":"9","key":"10.1016\/j.iotcps.2022.04.001_bib52","doi-asserted-by":"crossref","DOI":"10.1136\/bmjopen-2016-014474","article-title":"Medical leadership, a systematic narrative review: do hospitals and healthcare organisations perform better when led by doctors?","volume":"7","author":"Clay-Williams","year":"2017","journal-title":"BMJ Open"},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib53","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1016\/j.jobcr.2021.01.015","article-title":"Internet of Things (IoT) enabled healthcare helps to take the challenges of COVID-19 Pandemic","volume":"11","author":"Javaid","year":"2021","journal-title":"J.\u00a0Oral Biol. Craniof. Res."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib54","doi-asserted-by":"crossref","first-page":"156","DOI":"10.4258\/hir.2016.22.3.156","article-title":"Medical internet of things and big data in healthcare","volume":"22","author":"Dimitrov","year":"2016","journal-title":"Healthc. inform. res."},{"issue":"2s","key":"10.1016\/j.iotcps.2022.04.001_bib55","first-page":"e39","article-title":"Prophylactic recommendation for healthcare workers in COVID-19 pandemic","volume":"4","author":"Pourdowlat","year":"2020","journal-title":"Front. Emerg. Med."},{"key":"10.1016\/j.iotcps.2022.04.001_bib56","first-page":"103","article-title":"Big data security intelligence for healthcare industry 4.0","volume":"4.0","author":"Manogaran","year":"2017"},{"issue":"s2","key":"10.1016\/j.iotcps.2022.04.001_bib57","doi-asserted-by":"crossref","first-page":"34","DOI":"10.2345\/0899-8205-52.s2.34","article-title":"The digital transformation of healthcare technology management","volume":"52","author":"Faddis","year":"2018","journal-title":"Biomed. Instrum. Technol."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib58","doi-asserted-by":"crossref","first-page":"198","DOI":"10.1086\/502377","article-title":"Patterns of handwashing behavior and visits to patients on a general medical ward of healthcare workers","volume":"25","author":"Raboud","year":"2004","journal-title":"Infect. Control Hosp. Epidemiol."},{"key":"10.1016\/j.iotcps.2022.04.001_bib59","first-page":"675","article-title":"The future impact of healthcare services digitalization on health workforce: the increasing role of medical informatics","author":"Lap\u00e3o","year":"2016","journal-title":"Explor. Complex. Health: An Interdiscip. Sys. App."},{"issue":"14","key":"10.1016\/j.iotcps.2022.04.001_bib60","doi-asserted-by":"crossref","first-page":"3493","DOI":"10.1002\/cncr.25209","article-title":"Forgoing medical care because of cost: assessing disparities in healthcare access among cancer survivors living in the United States","volume":"116","author":"Weaver","year":"2010","journal-title":"Cancer"},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib61","doi-asserted-by":"crossref","first-page":"521","DOI":"10.1016\/j.dsx.2020.04.041","article-title":"Internet of things (IoT) applications to fight against COVID-19 pandemic","volume":"14","author":"Singh","year":"2020","journal-title":"Diabetes Metabol. Syndr.: Clin. Res. Rev."},{"key":"10.1016\/j.iotcps.2022.04.001_bib62","series-title":"2019 IEEE 9th International Conference on Advanced Computing (IACC)","first-page":"87","article-title":"Blockchain-based remote patient monitoring in healthcare 4.0","author":"Hathaliya","year":"2019"},{"issue":"10","key":"10.1016\/j.iotcps.2022.04.001_bib63","doi-asserted-by":"crossref","first-page":"685","DOI":"10.1136\/medethics-2017-104741","article-title":"A\u00a0mobile revolution for healthcare? Setting the agenda for bioethics","volume":"44","author":"Lucivero","year":"2018","journal-title":"J.\u00a0Med. Ethics"},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib64","first-page":"262","article-title":"Health 4.0: applications, management, technologies and review","volume":"2","author":"Estrela","year":"2018","journal-title":"Med. Technol. J."},{"key":"10.1016\/j.iotcps.2022.04.001_bib65","series-title":"2019 IEEE International Systems Conference (SysCon)","first-page":"1","article-title":"The impact of Industry 4.0 on healthcare system engineering","author":"Mohamed","year":"2019"},{"issue":"10","key":"10.1016\/j.iotcps.2022.04.001_bib66","doi-asserted-by":"crossref","first-page":"1609","DOI":"10.3390\/electronics9101609","article-title":"Blockchain based smart contracts for internet of medical things in e-healthcare","volume":"9","author":"Sharma","year":"2020","journal-title":"Electronics"},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib67","doi-asserted-by":"crossref","first-page":"760","DOI":"10.3390\/ijerph17030760","article-title":"Healthcare associated infections\u2014a new pathology in medical practice?","volume":"17","author":"Voidazan","year":"2020","journal-title":"Int. J. Environ. Res. Publ. Health"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib68","doi-asserted-by":"crossref","first-page":"150","DOI":"10.15256\/joc.2015.5.61","article-title":"Examining the prevalence and patterns of multimorbidity in Canadian primary healthcare: a methodologic protocol using a national electronic medical record database","volume":"5","author":"Nicholson","year":"2015","journal-title":"J.\u00a0Comorbidity"},{"key":"10.1016\/j.iotcps.2022.04.001_bib69","series-title":"Handbook of Machine Learning for Computational Optimization","first-page":"95","article-title":"Massive data classification of brain tumors using DNN: opportunity in medical healthcare 4.0 through sensors","author":"Rastogi","year":"2021"},{"key":"10.1016\/j.iotcps.2022.04.001_bib70","doi-asserted-by":"crossref","DOI":"10.1016\/j.sintl.2021.100117","article-title":"Telemedicine for Healthcare: capabilities, features, barriers, and applications","author":"Haleem","year":"2021","journal-title":"Sens. Int."},{"issue":"15","key":"10.1016\/j.iotcps.2022.04.001_bib71","doi-asserted-by":"crossref","first-page":"1245","DOI":"10.1080\/09537287.2019.1702226","article-title":"Healthcare 4.0: trends, challenges and research directions","volume":"31","author":"Tortorella","year":"2020","journal-title":"Prod. Plann. Control"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib72","doi-asserted-by":"crossref","first-page":"13","DOI":"10.22381\/AJMR6120192","article-title":"Intelligent sensing technology, smart healthcare services, and internet of medical things-based diagnosis","volume":"6","author":"Challoner","year":"2019","journal-title":"Am. J. Med. Res."},{"issue":"9","key":"10.1016\/j.iotcps.2022.04.001_bib73","doi-asserted-by":"crossref","DOI":"10.1136\/bmjopen-2020-039082","article-title":"Support for mobilising medical students to join the COVID-19 pandemic emergency healthcare workforce: a cross-sectional questionnaire survey","volume":"10","author":"Astorp","year":"2020","journal-title":"BMJ Open"},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib74","first-page":"241","article-title":"Mental health care for medical staff and affiliated healthcare workers during the COVID-19 pandemic","volume":"9","author":"Walton","year":"2020","journal-title":"Eur. Heart J.: Acute Cardiovas. Care"},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib75","doi-asserted-by":"crossref","first-page":"547","DOI":"10.1142\/S2424862220300057","article-title":"Telemedicine technologies for confronting COVID-19 pandemic: a review","volume":"5","author":"Bahl","year":"2020","journal-title":"J.\u00a0Ind. Integr. Manage."},{"key":"10.1016\/j.iotcps.2022.04.001_bib76","article-title":"Industry 4.0 and health: internet of things, big data, and cloud computing for healthcare 4.0","volume":"18","author":"Aceto","year":"2020","journal-title":"J.\u00a0Ind. Inform. Integr."},{"key":"10.1016\/j.iotcps.2022.04.001_bib77","first-page":"117","article-title":"Interprofessional education and collaboration in healthcare: an exploratory study of the perspectives of medical students in the United States","volume":"7","author":"Zechariah","year":"2019"},{"key":"10.1016\/j.iotcps.2022.04.001_bib78","series-title":"Proceedings of the 8th International Conference on Body Area Networks","first-page":"427","article-title":"Emerging wearable medical devices towards personalized healthcare","author":"Zheng","year":"2013"},{"key":"10.1016\/j.iotcps.2022.04.001_bib79","series-title":"Fog Computing for Healthcare 4.0 Environments","first-page":"3","article-title":"Adoption of fog computing in healthcare 4.0","author":"Jain","year":"2021"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib80","doi-asserted-by":"crossref","first-page":"48","DOI":"10.22381\/AJMR7120207","article-title":"Big healthcare data analytics in internet of medical things","volume":"7","author":"Allen","year":"2020","journal-title":"Am. J. Med. Res."},{"key":"10.1016\/j.iotcps.2022.04.001_bib81","doi-asserted-by":"crossref","DOI":"10.1016\/j.cmpb.2019.06.026","article-title":"Analyzing data and data sources towards a unified approach for ensuring end-to-end data and data sources quality in healthcare 4.0","volume":"181","author":"Mavrogiorgou","year":"2019","journal-title":"Comput. Methods Progr. Biomed."},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib82","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1016\/S0378-7206(01)00098-2","article-title":"Investigating healthcare professionals' decisions to accept telemedicine technology: an empirical test of competing theories","volume":"39","author":"Chau","year":"2002","journal-title":"Inf. Manag."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib83","doi-asserted-by":"crossref","first-page":"326","DOI":"10.1016\/j.pcad.2013.10.006","article-title":"Telemedicine and advances in urban and rural healthcare delivery in Africa","volume":"56","author":"Mars","year":"2013","journal-title":"Prog. Cardiovasc. Dis."},{"key":"10.1016\/j.iotcps.2022.04.001_bib84","doi-asserted-by":"crossref","DOI":"10.1016\/j.jcv.2020.104345","article-title":"COVID-19 and telemedicine: immediate action required for maintaining healthcare providers well-being","volume":"126","author":"Moazzami","year":"2020","journal-title":"J.\u00a0Clin. Virol."},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib85","doi-asserted-by":"crossref","DOI":"10.1136\/bmjgh-2020-004575","article-title":"A\u00a0double-edged sword\u2014telemedicine for maternal care during COVID-19: findings from a global mixed-methods study of healthcare providers","volume":"6","author":"Galle","year":"2021","journal-title":"BMJ glob. health"},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib86","doi-asserted-by":"crossref","first-page":"117","DOI":"10.17705\/1thci.00116","article-title":"The role of contradictions and norms in the design and use of telemedicine: healthcare professionals' perspective","volume":"11","author":"Schwalb","year":"2019","journal-title":"AIS Trans. Hum.-Comput. Interact."},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib87","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1109\/MTAS.2004.1304394","article-title":"Rural telemedicine for primary healthcare in developing countries","volume":"23","author":"Mart\u00ednez","year":"2004","journal-title":"IEEE Technol. Soc. Mag."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib88","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1016\/j.infoandorg.2005.07.001","article-title":"Negotiating ICT development and use: the case of a telemedicine system in the healthcare region of Crete","volume":"16","author":"Constantinides","year":"2006","journal-title":"Inf. Organ."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib89","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1093\/jamia\/ocaa217","article-title":"Telemedicine and healthcare disparities: a cohort study in a large healthcare system in New York City during COVID-19","volume":"28","author":"Chunara","year":"2021","journal-title":"J.\u00a0Am. Med. Inf. Assoc."},{"issue":"6","key":"10.1016\/j.iotcps.2022.04.001_bib90","doi-asserted-by":"crossref","first-page":"483","DOI":"10.1080\/09540962.2020.1748855","article-title":"New development:\u2018Healing at a distance\u2019\u2014telemedicine and COVID-19","volume":"40","author":"Leite","year":"2020","journal-title":"Publ. Money Manag."},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib91","doi-asserted-by":"crossref","first-page":"147","DOI":"10.37765\/ajmc.2020.42784","article-title":"Incorporating telemedicine as part of COVID-19 outbreak response systems","volume":"26","author":"Rockwell","year":"2020","journal-title":"Am. J. Manag. Care"},{"key":"10.1016\/j.iotcps.2022.04.001_bib92","article-title":"IoT-based telemedicine for disease prevention and health promotion: state-of-the-Art","volume":"173","author":"Albahri","year":"2021","journal-title":"J.\u00a0Netw. Comput. Appl."},{"issue":"7","key":"10.1016\/j.iotcps.2022.04.001_bib93","doi-asserted-by":"crossref","first-page":"1132","DOI":"10.1093\/jamia\/ocaa072","article-title":"COVID-19 transforms health care through telemedicine: evidence from the field","volume":"27","author":"Mann","year":"2020","journal-title":"J.\u00a0Am. Med. Inf. Assoc."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib94","doi-asserted-by":"crossref","first-page":"4","DOI":"10.1002\/hpm.3064","article-title":"Telemedicine is an important aspect of healthcare services amid COVID-19 outbreak: its barriers in Bangladesh and strategies to overcome","volume":"36","author":"Chowdhury","year":"2021","journal-title":"Int. J. Health Plann. Manag."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib95","first-page":"6","article-title":"Telemedicine in Peru as a result of the COVID-19 pandemic: perspective from a country with limited internet access","volume":"105","author":"Alvarez-Risco","year":"2021","journal-title":"Am. J. Trop. Med. Hyg."},{"issue":"7","key":"10.1016\/j.iotcps.2022.04.001_bib96","first-page":"1","article-title":"Use of telemedicine and virtual care for remote treatment in response to COVID-19 pandemic","volume":"44","author":"Jnr","year":"2020","journal-title":"J.\u00a0Med. Syst."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib97","doi-asserted-by":"crossref","first-page":"671","DOI":"10.1093\/jamia\/ocaa310","article-title":"Telemedicine, privacy, and information security in the age of COVID-19","volume":"28","author":"Jalali","year":"2021","journal-title":"J.\u00a0Am. Med. Inf. Assoc."},{"key":"10.1016\/j.iotcps.2022.04.001_bib98","first-page":"1","article-title":"Successful distancing: telemedicine in gastroenterology and hepatology during the covid-19 pandemic","author":"Perisetti","year":"2021","journal-title":"Dig. Dis. Sci."},{"issue":"11","key":"10.1016\/j.iotcps.2022.04.001_bib99","doi-asserted-by":"crossref","first-page":"6300","DOI":"10.1007\/s00464-020-08130-1","article-title":"Telemedicine for postoperative follow-up, virtual surgical clinics during COVID-19 pandemic","volume":"35","author":"Irarr\u00e1zaval","year":"2021","journal-title":"Surg. Endosc."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib100","article-title":"Wearable technology applications in healthcare: a literature review","volume":"23","author":"Wu","year":"2019","journal-title":"Online J. Nurs. Inform."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib101","first-page":"1","article-title":"A\u00a0review of wearable sensors and systems with application in rehabilitation","volume":"9","author":"Patel","year":"2012","journal-title":"J.\u00a0NeuroEng. Rehabil."},{"key":"10.1016\/j.iotcps.2022.04.001_bib102","series-title":"2010 Annual International Conference of the IEEE Engineering in Medicine and Biology","first-page":"5254","article-title":"Wireless fabric patch sensors for wearable healthcare","author":"Yoo","year":"2010"},{"issue":"11","key":"10.1016\/j.iotcps.2022.04.001_bib103","doi-asserted-by":"crossref","first-page":"2829","DOI":"10.1021\/acs.accounts.8b00465","article-title":"Organic transistor-based chemical sensors for wearable bioelectronics","volume":"51","author":"Lee","year":"2018","journal-title":"Acc. Chem. Res."},{"issue":"5","key":"10.1016\/j.iotcps.2022.04.001_bib104","doi-asserted-by":"crossref","first-page":"464","DOI":"10.1021\/acssensors.6b00250","article-title":"Wearable chemical sensors: present challenges and future prospects","volume":"1","author":"Bandodkar","year":"2016","journal-title":"ACS Sens."},{"key":"10.1016\/j.iotcps.2022.04.001_bib105","series-title":"International Conference on Design Science Research in Information Systems","first-page":"496","article-title":"Toward a taxonomy of wearable technologies in healthcare","author":"Alrige","year":"2015"},{"key":"10.1016\/j.iotcps.2022.04.001_bib106","first-page":"1","article-title":"Recent developments in sensors for wearable device applications","author":"Cheng","year":"2021","journal-title":"Anal. Bioanal. Chem."},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib107","doi-asserted-by":"crossref","first-page":"645","DOI":"10.3390\/s18020645","article-title":"Flexible, stretchable sensors for wearable health monitoring: sensing mechanisms, materials, fabrication strategies and features","volume":"18","author":"Liu","year":"2018","journal-title":"Sensors"},{"issue":"9","key":"10.1016\/j.iotcps.2022.04.001_bib108","doi-asserted-by":"crossref","first-page":"1983","DOI":"10.3390\/s19091983","article-title":"Review on wearable technology sensors used in consumer sport applications","volume":"19","author":"Aroganam","year":"2019","journal-title":"Sensors"},{"issue":"9","key":"10.1016\/j.iotcps.2022.04.001_bib109","article-title":"Literature on wearable technology for connected health: scoping review of research trends, advances, and barriers","volume":"21","author":"Loncar-Turukalo","year":"2019","journal-title":"J.\u00a0Med. Internet Res."},{"issue":"15","key":"10.1016\/j.iotcps.2022.04.001_bib110","doi-asserted-by":"crossref","first-page":"8594","DOI":"10.1039\/D0RA00016G","article-title":"Flexible potentiometric pH sensors for wearable systems","volume":"10","author":"Manjakkal","year":"2020","journal-title":"RSC Adv."},{"issue":"10","key":"10.1016\/j.iotcps.2022.04.001_bib111","doi-asserted-by":"crossref","first-page":"372","DOI":"10.1177\/0141076816663560","article-title":"A\u00a0review of wearable technology in medicine","volume":"109","author":"Iqbal","year":"2016","journal-title":"J.\u00a0R. Soc. Med."},{"issue":"6","key":"10.1016\/j.iotcps.2022.04.001_bib112","doi-asserted-by":"crossref","first-page":"3119","DOI":"10.1109\/JSEN.2014.2357257","article-title":"Recent advances in wearable sensors for health monitoring","volume":"15","author":"Rodgers","year":"2014","journal-title":"IEEE Sensor. J."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib113","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1109\/MEMB.2003.1213625","article-title":"Enhancing the quality of life through wearable technology","volume":"22","author":"Park","year":"2003","journal-title":"IEEE Eng. Med. Biol. Mag."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib114","doi-asserted-by":"crossref","first-page":"130","DOI":"10.3390\/s17010130","article-title":"Wearable sensors for remote health monitoring","volume":"17","author":"Majumder","year":"2017","journal-title":"Sensors"},{"issue":"5","key":"10.1016\/j.iotcps.2022.04.001_bib115","doi-asserted-by":"crossref","first-page":"466","DOI":"10.3390\/su8050466","article-title":"Sustainable wearables: wearable technology for enhancing the quality of human life","volume":"8","author":"Lee","year":"2016","journal-title":"Sustainability"},{"issue":"10","key":"10.1016\/j.iotcps.2022.04.001_bib116","doi-asserted-by":"crossref","first-page":"719","DOI":"10.1038\/s41551-018-0305-z","article-title":"Artificial intelligence in healthcare","volume":"2","author":"Yu","year":"2018","journal-title":"Nat. biomed. eng."},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib117","doi-asserted-by":"crossref","DOI":"10.1136\/svn-2017-000101","article-title":"Artificial intelligence in healthcare: past, present and future","volume":"2","author":"Jiang","year":"2017","journal-title":"Stroke and vasc. neurol."},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib118","doi-asserted-by":"crossref","first-page":"94","DOI":"10.7861\/futurehosp.6-2-94","article-title":"The potential for artificial intelligence in healthcare","volume":"6","author":"Davenport","year":"2019","journal-title":"Fut. healthc. j."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib119","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1177\/0141076818815510","article-title":"Artificial intelligence-enabled healthcare delivery","volume":"112","author":"Reddy","year":"2019","journal-title":"J.\u00a0R. Soc. Med."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib120","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s12913-018-3359-4","article-title":"Will artificial intelligence solve the human resource crisis in healthcare?","volume":"18","author":"Mesk\u00f3","year":"2018","journal-title":"BMC Health Serv. Res."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib121","doi-asserted-by":"crossref","first-page":"291","DOI":"10.1016\/j.eng.2019.08.015","article-title":"Artificial intelligence in healthcare: review and prediction case studies","volume":"6","author":"Rong","year":"2020","journal-title":"Engineering"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib122","first-page":"1","article-title":"Explainability for artificial intelligence in healthcare: a multidisciplinary perspective","volume":"20","author":"Amann","year":"2020","journal-title":"BMC Med. Inf. Decis. Making"},{"key":"10.1016\/j.iotcps.2022.04.001_bib123","series-title":"Artificial Intelligence in Healthcare","first-page":"25","article-title":"The rise of artificial intelligence in healthcare applications","author":"Bohr","year":"2020"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib124","first-page":"1","article-title":"Exploratory study of artificial intelligence in healthcare","volume":"3","author":"Alugubelli","year":"2016","journal-title":"Int. J. Innov. Eng. Res. Technol."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib125","first-page":"1","article-title":"Developing a delivery science for artificial intelligence in healthcare","volume":"3","author":"Li","year":"2020","journal-title":"NPJ dig. med."},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib126","doi-asserted-by":"crossref","first-page":"629","DOI":"10.1093\/jcr\/ucz013","article-title":"Resistance to medical artificial intelligence","volume":"46","author":"Longoni","year":"2019","journal-title":"J.\u00a0Consum. Res."},{"issue":"6","key":"10.1016\/j.iotcps.2022.04.001_bib127","doi-asserted-by":"crossref","first-page":"495","DOI":"10.1136\/bmjqs-2019-009484","article-title":"Governing the safety of artificial intelligence in healthcare","volume":"28","author":"Macrae","year":"2019","journal-title":"BMJ Qual. Saf."},{"issue":"7","key":"10.1016\/j.iotcps.2022.04.001_bib128","doi-asserted-by":"crossref","first-page":"2328","DOI":"10.4103\/jfmpc.jfmpc_440_19","article-title":"Overview of artificial intelligence in medicine","volume":"8","author":"Amisha","year":"2019","journal-title":"J.\u00a0Fam. Med. Prim. Care"},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib129","doi-asserted-by":"crossref","first-page":"368","DOI":"10.1016\/j.giq.2018.09.008","article-title":"Mapping the challenges of Artificial Intelligence in the public sector: evidence from public healthcare","volume":"36","author":"Sun","year":"2019","journal-title":"Govern. Inf. Q."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib130","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s12967-019-02204-y","article-title":"Perceptions of artificial intelligence in healthcare: findings from a qualitative survey study among actors in France","volume":"18","author":"La\u00ef","year":"2020","journal-title":"J.\u00a0Transl. Med."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib131","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1038\/s41591-018-0307-0","article-title":"The practical implementation of artificial intelligence technologies in medicine","volume":"25","author":"He","year":"2019","journal-title":"Nat. Med."},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib132","doi-asserted-by":"crossref","first-page":"76","DOI":"10.24920\/003611","article-title":"Artificial intelligence in healthcare and medicine: promises, ethical challenges and governance","volume":"34","author":"Guan","year":"2019","journal-title":"Chin. Med. Sci. J."},{"issue":"6","key":"10.1016\/j.iotcps.2022.04.001_bib133","article-title":"Artificial intelligence and human trust in healthcare: focus on clinicians","volume":"22","author":"Asan","year":"2020","journal-title":"J.\u00a0Med. Internet Res."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib134","doi-asserted-by":"crossref","first-page":"223","DOI":"10.1302\/2046-3758.73.BJR-2017-0147.R1","article-title":"Artificial intelligence, machine learning and the evolution of healthcare: a bright future or cause for concern?","volume":"7","author":"Jones","year":"2018","journal-title":"Bone & joint res."},{"key":"10.1016\/j.iotcps.2022.04.001_bib135","first-page":"272","article-title":"Healthcare uses of artificial intelligence: challenges and opportunities for growth","volume":"32","author":"Racine","year":"2019"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib136","doi-asserted-by":"crossref","first-page":"271","DOI":"10.3390\/ijerph18010271","article-title":"Application of artificial intelligence-based technologies in the healthcare industry: opportunities and challenges","volume":"18","author":"Lee","year":"2021","journal-title":"Int. J. Environ. Res. Publ. Health"},{"key":"10.1016\/j.iotcps.2022.04.001_bib137","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1007\/978-3-319-99713-1_3","article-title":"Standards in healthcare data","author":"Schulz","year":"2019","journal-title":"Fund. Clinic. Data Sci."},{"issue":"11","key":"10.1016\/j.iotcps.2022.04.001_bib138","doi-asserted-by":"crossref","first-page":"3041","DOI":"10.1109\/JBHI.2020.3028398","article-title":"Guest editorial data science in smart healthcare: challenges and opportunities","volume":"24","author":"Di Camillo","year":"2020","journal-title":"IEEE J. Biomed. Health Inform."},{"key":"10.1016\/j.iotcps.2022.04.001_bib139","article-title":"Volume and value of big healthcare data","volume":"4","author":"Dinov","year":"2016","journal-title":"J.\u00a0Med. Stat. Inf."},{"key":"10.1016\/j.iotcps.2022.04.001_bib140","series-title":"Healthcare Data Analytics. Health Informatics: Practical Guide for Healthcare and Information Technology Professionals","first-page":"1","author":"Hersh","year":"2014"},{"key":"10.1016\/j.iotcps.2022.04.001_bib141","first-page":"13","article-title":"A\u00a0Case Study for Blockchain in Healthcare: \u201cMedRec\u201d prototype for electronic health records and medical research data","volume":"13","author":"Ekblaw","year":"2016"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib142","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1089\/big.2013.1508","article-title":"Data science and its relationship to big data and data-driven decision making","volume":"1","author":"Provost","year":"2013","journal-title":"Big Data"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib143","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s40537-017-0110-7","article-title":"Big healthcare data: preserving security and privacy","volume":"5","author":"Abouelmehdi","year":"2018","journal-title":"J.\u00a0Big Data"},{"issue":"5","key":"10.1016\/j.iotcps.2022.04.001_bib144","doi-asserted-by":"crossref","first-page":"613","DOI":"10.1002\/cpt.636","article-title":"Cancer Moonshot data and technology team: enabling a national learning healthcare system for cancer to unleash the power of data","volume":"101","author":"Hsu","year":"2017","journal-title":"Clin. Pharmacol. Ther."},{"issue":"10","key":"10.1016\/j.iotcps.2022.04.001_bib145","doi-asserted-by":"crossref","first-page":"1783","DOI":"10.3390\/ijerph16101783","article-title":"Toward value-based healthcare through interactive process mining in emergency rooms: the stroke case","volume":"16","author":"Ibanez-Sanchez","year":"2019","journal-title":"Int. J. Environ. Res. Publ. Health"},{"key":"10.1016\/j.iotcps.2022.04.001_bib146","doi-asserted-by":"crossref","first-page":"7","DOI":"10.3389\/fpubh.2016.00007","article-title":"Who owns the data? Open data for healthcare","volume":"4","author":"Kostkova","year":"2016","journal-title":"Front. Public Health"},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib147","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1177\/0266666916652671","article-title":"Identifying and prioritizing critical factors for promoting the implementation and usage of big data in healthcare","volume":"33","author":"Kim","year":"2017","journal-title":"Inf. Dev."},{"key":"10.1016\/j.iotcps.2022.04.001_bib148","doi-asserted-by":"crossref","first-page":"136","DOI":"10.3389\/fphys.2017.00136","article-title":"Toward precision healthcare: context and mathematical challenges","volume":"8","author":"Colijn","year":"2017","journal-title":"Front. Physiol."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib149","doi-asserted-by":"crossref","DOI":"10.2174\/1874944500902010011","article-title":"The use of claims data in healthcare research","volume":"2","author":"Ferver","year":"2009","journal-title":"Open Publ. Health J."},{"key":"10.1016\/j.iotcps.2022.04.001_bib150","doi-asserted-by":"crossref","first-page":"306","DOI":"10.1016\/j.procs.2015.12.145","article-title":"Data mining in healthcare\u2013a review","volume":"72","author":"Jothi","year":"2015","journal-title":"Procedia Comput. Sci."},{"issue":"11","key":"10.1016\/j.iotcps.2022.04.001_bib151","doi-asserted-by":"crossref","first-page":"2571","DOI":"10.1073\/pnas.1708282114","article-title":"Empirical confidence interval calibration for population-level effect estimation studies in observational healthcare data","volume":"115","author":"Schuemie","year":"2018","journal-title":"Proc. Natl. Acad. Sci. Unit. States Am."},{"key":"10.1016\/j.iotcps.2022.04.001_bib152","series-title":"25th International Database Engineering & Applications Symposium","first-page":"65","article-title":"Explainable data analytics for disease and healthcare informatics","author":"Leung","year":"2021"},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib153","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1089\/big.2012.0002","article-title":"The quantified self: fundamental disruption in big data science and biological discovery","volume":"1","author":"Swan","year":"2013","journal-title":"Big Data"},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib154","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1109\/MC.2015.77","article-title":"Managing data in healthcare information systems: many models, one solution","volume":"48","author":"Kaur","year":"2015","journal-title":"Computer"},{"key":"10.1016\/j.iotcps.2022.04.001_bib155","series-title":"2015 10th Iberian Conference on Information Systems and Technologies (CISTI)","first-page":"1","article-title":"A\u00a0custom Internet of Things healthcare system","author":"Maksimovi\u0107","year":"2015"},{"key":"10.1016\/j.iotcps.2022.04.001_bib156","first-page":"3","article-title":"The internet of things in healthcare: an overview","volume":"1","author":"Yuehong","year":"2016","journal-title":"J.\u00a0Ind. Inform. Integr."},{"key":"10.1016\/j.iotcps.2022.04.001_bib157","doi-asserted-by":"crossref","first-page":"678","DOI":"10.1109\/ACCESS.2015.2437951","article-title":"The internet of things for health care: a comprehensive survey","volume":"3","author":"Islam","year":"2015","journal-title":"IEEE Access"},{"key":"10.1016\/j.iotcps.2022.04.001_bib158","doi-asserted-by":"crossref","first-page":"26521","DOI":"10.1109\/ACCESS.2017.2775180","article-title":"Internet of things for smart healthcare: technologies, challenges, and opportunities","volume":"5","author":"Baker","year":"2017","journal-title":"IEEE Access"},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib159","doi-asserted-by":"crossref","first-page":"21","DOI":"10.4236\/ait.2015.53004","article-title":"Hybrid security techniques for Internet of Things healthcare applications","volume":"5","author":"Yehia","year":"2015","journal-title":"Adv. Internet Things"},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib160","doi-asserted-by":"crossref","first-page":"2","DOI":"10.1109\/MITP.2016.42","article-title":"The internet of things in healthcare: potential applications and challenges","volume":"18","author":"Laplante","year":"2016","journal-title":"It Professional"},{"issue":"5","key":"10.1016\/j.iotcps.2022.04.001_bib161","first-page":"6229","article-title":"Healthcare applications of the internet of things: a review","volume":"5","author":"Kulkarni","year":"2014","journal-title":"Int. J. Comput. Sci. Inf. Technol."},{"key":"10.1016\/j.iotcps.2022.04.001_bib162","series-title":"Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies","first-page":"1","article-title":"Health care applications: a solution based on the internet of things","author":"Bui","year":"2011"},{"key":"10.1016\/j.iotcps.2022.04.001_bib163","series-title":"Internet of Things and Big Data Technologies for Next-Generation HealthCare","first-page":"13","article-title":"Internet of things in healthcare","author":"Bhatt","year":"2017"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib164","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1109\/JIOT.2019.2946359","article-title":"A\u00a0survey of healthcare Internet of Things (IoT): a clinical perspective","volume":"7","author":"Habibzadeh","year":"2019","journal-title":"IEEE Internet Things J."},{"issue":"7","key":"10.1016\/j.iotcps.2022.04.001_bib165","doi-asserted-by":"crossref","first-page":"768","DOI":"10.3390\/electronics8070768","article-title":"A\u00a0survey on internet of things and cloud computing for healthcare","volume":"8","author":"Dang","year":"2019","journal-title":"Electronics"},{"key":"10.1016\/j.iotcps.2022.04.001_bib166","doi-asserted-by":"crossref","first-page":"132","DOI":"10.1016\/j.pmcj.2017.06.018","article-title":"Advanced internet of things for personalised healthcare systems: a survey","volume":"41","author":"Qi","year":"2017","journal-title":"Pervasive Mob. Comput."},{"key":"10.1016\/j.iotcps.2022.04.001_bib167","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1016\/j.comnet.2019.03.006","article-title":"Internet of Things: a survey of enabling technologies in healthcare and its applications","volume":"153","author":"Dhanvijay","year":"2019","journal-title":"Comput. Network."},{"key":"10.1016\/j.iotcps.2022.04.001_bib168","series-title":"2014 International Conference and Exposition on Electrical and Power Engineering (EPE)","first-page":"532","article-title":"Adopting the internet of things technologies in health care systems","author":"Chiuchisan","year":"2014"},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib169","doi-asserted-by":"crossref","first-page":"1121","DOI":"10.1109\/COMST.2020.2973314","article-title":"The future of healthcare internet of things: a survey of emerging technologies","volume":"22","author":"Qadri","year":"2020","journal-title":"IEEE Commun. Surv. Tutorials"},{"key":"10.1016\/j.iotcps.2022.04.001_bib170","series-title":"2012 IEEE International Conference on Communications (ICC)","first-page":"6121","article-title":"Internet of Things in healthcare: interoperability and security issues","author":"Tarouco","year":"2012"},{"key":"10.1016\/j.iotcps.2022.04.001_bib171","series-title":"2015 12th Annual IEEE Consumer Communications and Networking Conference (CCNC)","first-page":"826","article-title":"Smart e-health gateway: bringing intelligence to internet-of-things based ubiquitous healthcare systems","author":"Rahmani","year":"2015"},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib172","doi-asserted-by":"crossref","first-page":"837","DOI":"10.1007\/s10209-018-0618-4","article-title":"The application of internet of things in healthcare: a systematic literature review and classification","volume":"18","author":"Ahmadi","year":"2019","journal-title":"Univers. Access Inf. Soc."},{"key":"10.1016\/j.iotcps.2022.04.001_bib173","series-title":"2014 4th International Conference on Wireless Mobile Communication and Healthcare-Transforming Healthcare through Innovations in Mobile and Wireless Technologies (MOBIHEALTH)","first-page":"263","article-title":"Opportunities and challenges of the Internet of Things for healthcare: systems engineering perspective","author":"Fernandez","year":"2014"},{"key":"10.1016\/j.iotcps.2022.04.001_bib174","doi-asserted-by":"crossref","first-page":"89967","DOI":"10.1109\/ACCESS.2019.2927082","article-title":"A\u00a0decade of Internet of Things: analysis in the light of healthcare applications","volume":"7","author":"Din","year":"2019","journal-title":"IEEE Access"},{"issue":"5","key":"10.1016\/j.iotcps.2022.04.001_bib175","article-title":"Challenges and opportunities of internet of things in healthcare","volume":"8","author":"Rghioui","year":"2018","journal-title":"Int. J. Electr. Comput. Eng."},{"key":"10.1016\/j.iotcps.2022.04.001_bib176","series-title":"Internet of Things and Big Data Technologies for Next Generation Healthcare","first-page":"3","article-title":"Internet of things driven connected healthcare","author":"Dey","year":"2017"},{"key":"10.1016\/j.iotcps.2022.04.001_bib177","doi-asserted-by":"crossref","first-page":"641","DOI":"10.1016\/j.future.2017.02.014","article-title":"Exploiting smart e-Health gateways at the edge of healthcare Internet-of-Things: a fog computing approach","volume":"78","author":"Rahmani","year":"2018","journal-title":"Future Generat. Comput. Syst."},{"key":"10.1016\/j.iotcps.2022.04.001_bib178","series-title":"2015 International Conference on Emerging Research in Electronics, Computer Science and Technology (ICERECT)","first-page":"132","article-title":"A\u00a0comprehensive review on usage of Internet of Things (IoT) in healthcare system","author":"Darshan","year":"2015"},{"issue":"20","key":"10.1016\/j.iotcps.2022.04.001_bib179","first-page":"10216","article-title":"A\u00a0review on internet of things (IoT) in healthcare","volume":"11","author":"Azzawi","year":"2016","journal-title":"Int. J. Appl. Eng. Res."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib180","doi-asserted-by":"crossref","first-page":"3030","DOI":"10.1109\/JSYST.2017.2662602","article-title":"Building caring healthcare systems in the Internet of Things","volume":"12","author":"Laplante","year":"2017","journal-title":"IEEE Syst. J."},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib181","doi-asserted-by":"crossref","first-page":"508","DOI":"10.3390\/app8040508","article-title":"Internet of things for sensing: a case study in the healthcare system","volume":"8","author":"Shah","year":"2018","journal-title":"Appl. Sci."},{"key":"10.1016\/j.iotcps.2022.04.001_bib182","article-title":"The role of the Internet of things in healthcare: future trends and challenges","author":"Aghdam","year":"2020","journal-title":"Comput. Methods Progr. Biomed."},{"issue":"5","key":"10.1016\/j.iotcps.2022.04.001_bib183","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1109\/MCE.2019.2923929","article-title":"Smart healthcare in the era of internet-of-things","volume":"8","author":"Zhu","year":"2019","journal-title":"IEEE Consum. Electr. Mag."},{"key":"10.1016\/j.iotcps.2022.04.001_bib184","series-title":"Proceedings of the 22nd International Academic Mindtrek Conference","first-page":"222","article-title":"Robotic process automation-creating value by digitalizing work in the private healthcare?","author":"Ratia","year":"2018"},{"key":"10.1016\/j.iotcps.2022.04.001_bib185","article-title":"The future digital work force: robotic process automation (RPA)","volume":"16","author":"Madakam","year":"2019","journal-title":"JISTEM-J. Inform. Sys. Technol. Manage."},{"key":"10.1016\/j.iotcps.2022.04.001_bib186","series-title":"International Conference on Advanced Machine Learning Technologies and Applications","first-page":"497","article-title":"Role of robotic process automation in pharmaceutical industries","author":"Bhatnagar","year":"2019"},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib187","doi-asserted-by":"crossref","first-page":"581","DOI":"10.1109\/TCSS.2020.2995282","article-title":"Parallel healthcare: robotic medical and health process automation for secured and smart social healthcare","volume":"7","author":"Wang","year":"2020","journal-title":"IEEE Transact. Comput. Soc. Sys."},{"key":"10.1016\/j.iotcps.2022.04.001_bib188","series-title":"International Conference on Business Process Management","first-page":"280","article-title":"Robotic process automation: systematic literature review","author":"Ivan\u010di\u0107","year":"2019"},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib189","first-page":"1","article-title":"Robotic process automation: end from entrepreneurial content editing to go live","volume":"27","author":"Ganapathy","year":"2021","journal-title":"Acad. Enterpren. J."},{"key":"10.1016\/j.iotcps.2022.04.001_bib190","series-title":"2020 International Conference on Inventive Computation Technologies (ICICT)","first-page":"953","article-title":"Robotic process automation through advance process analysis model","author":"Timbadia","year":"2020"},{"key":"10.1016\/j.iotcps.2022.04.001_bib191","first-page":"1002","article-title":"Remote monitoring of heart patients using robotic process automation (RPA)","volume":"37","author":"Shwetha","year":"2021"},{"issue":"5","key":"10.1016\/j.iotcps.2022.04.001_bib192","article-title":"Health care employees' perceptions of the use of artificial intelligence applications: survey study","volume":"22","author":"Abdullah","year":"2020","journal-title":"J.\u00a0Med. Internet Res."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib193","first-page":"1","article-title":"Robotic process automation-a study of the impact on customer experience in retail banking industry","volume":"23","author":"Kumar","year":"2018","journal-title":"J.\u00a0Internet Bank. Commer."},{"key":"10.1016\/j.iotcps.2022.04.001_bib194","first-page":"233","article-title":"Robotic process automation (RPA) applications in COVID-19","year":"2021","journal-title":"Manage. Strat. Surv. Compet. Environ.: How to Imp. Comp. Perform."},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib195","doi-asserted-by":"crossref","first-page":"61","DOI":"10.34293\/commerce.v8i2.1709","article-title":"The future of robotic process automation (RPA) in the banking sector for better customer experience","volume":"8","author":"Vijai","year":"2020","journal-title":"Shanlax Int. J. Comm."},{"key":"10.1016\/j.iotcps.2022.04.001_bib196","series-title":"Workshop on Engineering Applications","first-page":"65","article-title":"Automation of a business process using robotic process automation (RPA): a case study","author":"Aguirre","year":"2017"},{"issue":"14","key":"10.1016\/j.iotcps.2022.04.001_bib197","doi-asserted-by":"crossref","first-page":"8020","DOI":"10.3390\/su13148020","article-title":"The adoption of robotic process automation technology to ensure business processes during the COVID-19 pandemic","volume":"13","author":"Siderska","year":"2021","journal-title":"Sustainability"},{"key":"10.1016\/j.iotcps.2022.04.001_bib198","series-title":"2018 IEEE 15th International Conference on E-Business Engineering (ICEBE)","first-page":"46","article-title":"Towards a process analysis approach to adopt robotic process automation","author":"Leshob","year":"2018"},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib199","first-page":"258","article-title":"Digital twinning for productivity improvement opportunities with robotic process automation: case of greenfield hospital","volume":"9","author":"Liu","year":"2020","journal-title":"Int. J. Mech. Eng. Robo. Res."},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib200","first-page":"28","article-title":"Robotic process automation: the virtual workforce","volume":"5","author":"Rai","year":"2019","journal-title":"Int. J. Fut. Revol. Comp. Sci. Commun. Eng."},{"key":"10.1016\/j.iotcps.2022.04.001_bib201","doi-asserted-by":"crossref","DOI":"10.1016\/j.smhl.2021.100189","article-title":"Attended robotic process automation of prescriptions' digitization","volume":"20","author":"Soeny","year":"2021","journal-title":"Smart Health"},{"key":"10.1016\/j.iotcps.2022.04.001_bib202","doi-asserted-by":"crossref","first-page":"44","DOI":"10.3389\/fpubh.2018.00044","article-title":"A\u00a0discussion of virtual reality as a new tool for training healthcare professionals","volume":"6","author":"Fertleman","year":"2018","journal-title":"Front. Public Health"},{"key":"10.1016\/j.iotcps.2022.04.001_bib203","series-title":"Intelligent Paradigms for Assistive and Preventive Healthcare","first-page":"87","article-title":"Virtual reality in healthcare","author":"L\u00e1nyi","year":"2006"},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib204","doi-asserted-by":"crossref","first-page":"176","DOI":"10.1007\/s10880-011-9247-2","article-title":"Virtual reality goes to war: a brief review of the future of military behavioral healthcare","volume":"18","author":"Rizzo","year":"2011","journal-title":"J.\u00a0Clin. Psychol. Med. Settings"},{"key":"10.1016\/j.iotcps.2022.04.001_bib205","doi-asserted-by":"crossref","first-page":"17","DOI":"10.4018\/978-1-5225-7168-1.ch002","article-title":"Impact of virtual reality in healthcare: a review","author":"Pillai","year":"2019","journal-title":"Virt. Augmented Real. Mental Health Treat."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib206","doi-asserted-by":"crossref","first-page":"188","DOI":"10.1097\/SIH.0000000000000347","article-title":"Virtual reality simulation in nontechnical skills training for healthcare professionals: a systematic review","volume":"14","author":"Bracq","year":"2019","journal-title":"Simulat. Healthc. J. Soc. Med. Simulat."},{"key":"10.1016\/j.iotcps.2022.04.001_bib207","series-title":"User Experiences of Virtual Reality Technologies for Healthcare in Learning: an Integrative Review","first-page":"1","author":"M\u00e4kinen","year":"2020"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib208","first-page":"305","article-title":"Virtual reality programs applications in healthcare","volume":"9","author":"Aziz","year":"2018","journal-title":"J.\u00a0Health Med. Inf."},{"key":"10.1016\/j.iotcps.2022.04.001_bib209","article-title":"A\u00a0comparative case study of 2D, 3D and immersive-virtual-reality applications for healthcare education","volume":"141","author":"Ch\u00e1vez","year":"2020","journal-title":"Int. J. Med. Inf."},{"issue":"23","key":"10.1016\/j.iotcps.2022.04.001_bib210","doi-asserted-by":"crossref","DOI":"10.21037\/atm.2016.12.23","article-title":"Augmented and virtual reality in surgery\u2014the digital surgical environment: applications, limitations and legal pitfalls","volume":"4","author":"Khor","year":"2016","journal-title":"Ann. Transl. Med."},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib211","doi-asserted-by":"crossref","first-page":"83","DOI":"10.4103\/0972-6748.151666","article-title":"Virtual reality applications in mental health: challenges and perspectives","volume":"23","author":"Srivastava","year":"2014","journal-title":"Ind. Psychiatr. J."},{"issue":"1\u20132","key":"10.1016\/j.iotcps.2022.04.001_bib212","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1504\/IJHTM.2002.001127","article-title":"The emergence of e-health: using virtual reality and the internet for providing advanced healthcare services","volume":"4","author":"Riva","year":"2002","journal-title":"Int. J. Healthc. Technol. Manag."},{"key":"10.1016\/j.iotcps.2022.04.001_bib213","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1016\/j.procs.2017.11.193","article-title":"Usability issues of virtual reality learning simulator in healthcare and cybersecurity","volume":"119","author":"Kasurinen","year":"2017","journal-title":"Procedia Comput. Sci."},{"key":"10.1016\/j.iotcps.2022.04.001_bib214","series-title":"Digital Health","first-page":"123","article-title":"Augmenting behavioral healthcare: mobilizing services with virtual reality and augmented reality","author":"Wiederhold","year":"2018"},{"key":"10.1016\/j.iotcps.2022.04.001_bib215","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1016\/j.xjep.2019.03.010","article-title":"Interprofessional empathy and communication competency development in healthcare professions' curriculum through immersive virtual reality experiences","volume":"15","author":"Buchman","year":"2019","journal-title":"J.\u00a0Interprofes. Ed. Pract."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib216","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1080\/19401490903580742","article-title":"Virtual reality mock-ups for healthcare facility design and a model for technology hub collaboration","volume":"3","author":"Dunston","year":"2010","journal-title":"J..Build. Perfor. Simul."},{"key":"10.1016\/j.iotcps.2022.04.001_bib217","first-page":"1","article-title":"Self-organised design of virtual reality simulator for identification and optimization of healthcare software components","author":"Srivastava","year":"2018","journal-title":"J.\u00a0Ambient Intell. Hum. Comput."},{"key":"10.1016\/j.iotcps.2022.04.001_bib218","series-title":"XR Case Studies","first-page":"137","article-title":"Use of virtual reality to support rapid upskilling of healthcare professionals during COVID-19 pandemic","author":"Young","year":"2021"},{"key":"10.1016\/j.iotcps.2022.04.001_bib219","first-page":"308","article-title":"Mobile edge computing based QoS optimization in medical healthcare applications","volume":"45","author":"Sodhro","year":"2019","journal-title":"Int. J. Inf. Manag."},{"key":"10.1016\/j.iotcps.2022.04.001_bib220","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.jnca.2019.05.005","article-title":"Edge computing for Internet of Things: a survey, e-healthcare case study and future direction","volume":"140","author":"Ray","year":"2019","journal-title":"J.\u00a0Netw. Comput. Appl."},{"issue":"12","key":"10.1016\/j.iotcps.2022.04.001_bib221","doi-asserted-by":"crossref","first-page":"4307","DOI":"10.3390\/s18124307","article-title":"An edge computing based smart healthcare framework for resource management","volume":"18","author":"Oueida","year":"2018","journal-title":"Sensors"},{"key":"10.1016\/j.iotcps.2022.04.001_bib222","doi-asserted-by":"crossref","first-page":"22011","DOI":"10.1109\/ACCESS.2019.2898265","article-title":"EdgeCare: leveraging edge computing for collaborative data management in mobile healthcare systems","volume":"7","author":"Li","year":"2019","journal-title":"IEEE Access"},{"key":"10.1016\/j.iotcps.2022.04.001_bib223","doi-asserted-by":"crossref","first-page":"403","DOI":"10.1016\/j.future.2018.03.054","article-title":"Edge cognitive computing based smart healthcare system","volume":"86","author":"Chen","year":"2018","journal-title":"Future Generat. Comput. Syst."},{"key":"10.1016\/j.iotcps.2022.04.001_bib224","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1016\/j.jpdc.2018.08.010","article-title":"A\u00a0wearable sensor-based activity prediction system to facilitate edge computing in smart healthcare systems","volume":"123","author":"Uddin","year":"2019","journal-title":"J.\u00a0Parallel Distr. Comput."},{"key":"10.1016\/j.iotcps.2022.04.001_bib225","doi-asserted-by":"crossref","first-page":"135479","DOI":"10.1109\/ACCESS.2020.3011503","article-title":"A\u00a0secured framework for sdn-based edge computing in IOT-enabled healthcare system","volume":"8","author":"Li","year":"2020","journal-title":"IEEE Access"},{"key":"10.1016\/j.iotcps.2022.04.001_bib226","doi-asserted-by":"crossref","first-page":"115868","DOI":"10.1109\/ACCESS.2021.3102867","article-title":"Resource-Aware dynamic service deployment for local IoT edge computing: healthcare use case","volume":"9","author":"Islam","year":"2021","journal-title":"IEEE Access"},{"key":"10.1016\/j.iotcps.2022.04.001_bib227","doi-asserted-by":"crossref","first-page":"107112","DOI":"10.1109\/ACCESS.2020.3000322","article-title":"An effective training scheme for deep neural network in edge computing enabled Internet of medical things (IoMT) systems","volume":"8","author":"Pustokhina","year":"2020","journal-title":"IEEE Access"},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib228","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1109\/MCOM.2018.1700790","article-title":"Edge computing with cloud for voice disorder assessment and treatment","volume":"56","author":"Muhammad","year":"2018","journal-title":"IEEE Commun. Mag."},{"key":"10.1016\/j.iotcps.2022.04.001_bib229","first-page":"1","article-title":"IoT-based smart healthcare video surveillance system using edge computing","author":"Rajavel","year":"2021","journal-title":"J.\u00a0Ambient Intell. Hum. Comput."},{"issue":"16","key":"10.1016\/j.iotcps.2022.04.001_bib230","first-page":"1473","article-title":"Healthcare solution based on machine learning applications in IOT and edge computing","volume":"119","author":"Kumar","year":"2018","journal-title":"Int. J. Pure Appl. Math."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib231","doi-asserted-by":"crossref","first-page":"481","DOI":"10.1109\/TII.2018.2843169","article-title":"An edge-based architecture to support efficient applications for healthcare industry 4.0","volume":"15","author":"Pace","year":"2018","journal-title":"IEEE Trans. Ind. Inf."},{"key":"10.1016\/j.iotcps.2022.04.001_bib232","series-title":"Securing Smart Healthcare System with Edge Computing","author":"Singh","year":"2021"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib233","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1007\/s11036-020-01650-z","article-title":"Mobile data science and intelligent apps: concepts, ai-based modeling and research directions","volume":"26","author":"Sarker","year":"2021","journal-title":"Mobile Network. Appl."},{"key":"10.1016\/j.iotcps.2022.04.001_bib234","series-title":"International Conference on Disruptive Technologies, Tech Ethics and Artificial Intelligence","first-page":"211","article-title":"Ethical considerations for the development of intelligent apps in healthcare","author":"Secades","year":"2021"},{"key":"10.1016\/j.iotcps.2022.04.001_bib235","series-title":"Intelligent Decision Support Systems\u2014A Journey to Smarter Healthcare","first-page":"259","article-title":"Intelligent systems and the healthcare revolution","author":"Belciug","year":"2020"},{"key":"10.1016\/j.iotcps.2022.04.001_bib236","first-page":"77","article-title":"Intelligent conversational agents in healthcare: hype or hope","volume":"259","author":"Denecke","year":"2019","journal-title":"Stud. Health Technol. Inf."},{"key":"10.1016\/j.iotcps.2022.04.001_bib237","series-title":"HEALTHINF","first-page":"522","article-title":"A\u00a0rule-based content management framework for effective development of intelligent mobile apps in healthcare","author":"Raahemi","year":"2020"},{"key":"10.1016\/j.iotcps.2022.04.001_bib238","series-title":"Intelligent Decision Support Systems\u2014A Journey to Smarter Healthcare","first-page":"1","article-title":"Era of intelligent systems in healthcare","author":"Belciug","year":"2020"},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib239","doi-asserted-by":"crossref","first-page":"62","DOI":"10.1016\/j.glohj.2019.07.001","article-title":"Smart healthcare: making medical care more intelligent","volume":"3","author":"Tian","year":"2019","journal-title":"Glob. Health J."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib240","first-page":"148","article-title":"Pervasive decision support systems in healthcare using intelligent robots in social media","volume":"46","author":"Samad-Soltani","year":"2017","journal-title":"Iran. J. Public Health"},{"key":"10.1016\/j.iotcps.2022.04.001_bib241","first-page":"168","article-title":"Towards intelligent, multidimensional context-aware personalised healthcare and wellness support services","volume":"266","author":"Sellak","year":"2019","journal-title":"Stud. Health Technol. Inf."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib242","doi-asserted-by":"crossref","first-page":"208","DOI":"10.1080\/01612840.2018.1524535","article-title":"Apps, avatars, and robots: the future of mental healthcare","volume":"40","author":"Miller","year":"2019","journal-title":"Issues Ment. Health Nurs."},{"key":"10.1016\/j.iotcps.2022.04.001_bib243","article-title":"Future of additive manufacturing in healthcare","volume":"17","author":"Ghomi","year":"2021","journal-title":"Curr. Opin. Biomed. Eng."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib244","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3390\/logistics2010001","article-title":"Impacts of additive manufacturing on supply chain flow: a simulation approach in healthcare industry","volume":"2","author":"\u00d6zceylan","year":"2018","journal-title":"Logistics"},{"key":"10.1016\/j.iotcps.2022.04.001_bib245","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1016\/j.protcy.2015.07.038","article-title":"Simplifying medical additive manufacturing: making the surgeon the designer","volume":"20","author":"Gibson","year":"2015","journal-title":"Proced. Technol."},{"issue":"20","key":"10.1016\/j.iotcps.2022.04.001_bib246","doi-asserted-by":"crossref","first-page":"12079","DOI":"10.1007\/s10853-017-1347-4","article-title":"Additive manufacturing of 3D porous alkali-free bioactive glass scaffolds for healthcare applications","volume":"52","author":"Olhero","year":"2017","journal-title":"J.\u00a0Mater. Sci."},{"key":"10.1016\/j.iotcps.2022.04.001_bib247","series-title":"2019 Research, Invention, and Innovation Congress (RI2C)","first-page":"1","article-title":"Additive manufacturing-based healthcare 3D model for education: literature review and A feasibility study","author":"Ransikabum","year":"2019"},{"key":"10.1016\/j.iotcps.2022.04.001_bib248","doi-asserted-by":"crossref","first-page":"466","DOI":"10.1016\/j.matpr.2020.08.323","article-title":"Application of additive manufacturing in challenges posed by COVID-19","volume":"38","author":"Arora","year":"2021","journal-title":"Mater. Today Proc."},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib249","doi-asserted-by":"crossref","DOI":"10.18063\/ijb.v6i4.286","article-title":"Design and additive manufacturing of medical face shield for healthcare workers battling coronavirus (COVID-19)","volume":"6","author":"Celik","year":"2020","journal-title":"Int. J. Bioprint."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib250","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1080\/0951192X.2021.1872100","article-title":"Social life cycle performance of additive manufacturing in the healthcare industry: the orthosis and prosthesis cases","volume":"34","author":"Soares","year":"2021","journal-title":"Int. J. Comput. Integrated Manuf."},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib251","first-page":"95","article-title":"Additive manufacturing to produce complex 3D ceramic parts","volume":"6","author":"Chartier","year":"2014","journal-title":"J.\u00a0Ceram. Sci. Technol."},{"issue":"9","key":"10.1016\/j.iotcps.2022.04.001_bib252","doi-asserted-by":"crossref","first-page":"1542","DOI":"10.1016\/j.jcms.2017.06.018","article-title":"Use of fused deposit modeling for additive manufacturing in hospital facilities: European certification directives","volume":"45","author":"Otero","year":"2017","journal-title":"J.\u00a0Cranio-Maxillofacial Surg."},{"key":"10.1016\/j.iotcps.2022.04.001_bib253","first-page":"319","article-title":"Additive manufacturing of pharmaceuticals for precision medicine applications: a review of the promises and perils in implementation","volume":"23","author":"Trivedi","year":"2018","journal-title":"Addit. Manuf."},{"key":"10.1016\/j.iotcps.2022.04.001_bib254","series-title":"Additive Manufacturing\u2013Developments in Training and Education","first-page":"187","article-title":"Additive manufacturing systems for medical applications: case studies","author":"Almeida","year":"2019"},{"key":"10.1016\/j.iotcps.2022.04.001_bib255","series-title":"Additive Manufacturing: Current Concepts, Methods, and Applications in Oral Health Care","first-page":"103","author":"Bhushan","year":"2019"},{"key":"10.1016\/j.iotcps.2022.04.001_bib256","doi-asserted-by":"crossref","first-page":"663","DOI":"10.1016\/j.promfg.2020.10.093","article-title":"Bio-medical applications of additive manufacturing: a review","volume":"51","author":"Sheoran","year":"2020","journal-title":"Procedia Manuf."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib257","doi-asserted-by":"crossref","first-page":"191","DOI":"10.3390\/ma14010191","article-title":"Additive manufacturing processes in medical applications","volume":"14","author":"Salmi","year":"2021","journal-title":"Materials"},{"issue":"7","key":"10.1016\/j.iotcps.2022.04.001_bib258","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1109\/MC.2007.225","article-title":"3D body scanning and healthcare applications","volume":"40","author":"Treleaven","year":"2007","journal-title":"Computer"},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib259","doi-asserted-by":"crossref","first-page":"611","DOI":"10.1007\/s12008-017-0425-9","article-title":"Design and development of a novel body scanning system for healthcare applications","volume":"12","author":"Grazioso","year":"2018","journal-title":"Int. J. Interact. Des. Manuf."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib260","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1016\/j.rxeng.2019.10.003","article-title":"Patient and healthcare professional satisfaction with 3D imaging new technologies for medical purposes","volume":"62","author":"Fuentes","year":"2020","journal-title":"Radiolog\u00eda (English Edition)"},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib261","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1080\/15323269.2016.1188042","article-title":"3D printing in healthcare: emerging applications","volume":"16","author":"Hurst","year":"2016","journal-title":"J.\u00a0Hosp. Librarian."},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib262","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1016\/j.cegh.2018.05.006","article-title":"3D scanning applications in medical field: a literature-based review","volume":"7","author":"Haleem","year":"2019","journal-title":"Clinic. Epidemiol. Glob. Health"},{"key":"10.1016\/j.iotcps.2022.04.001_bib263","series-title":"Biometrics under Biomedical Considerations","first-page":"147","article-title":"3D face analysis for healthcare","author":"Stern","year":"2019"},{"issue":"6","key":"10.1016\/j.iotcps.2022.04.001_bib264","doi-asserted-by":"crossref","first-page":"1417","DOI":"10.1109\/TBCAS.2019.2940243","article-title":"Toward wearable healthcare: a miniaturized 3d imager with coherent frequency-domain photoacoustics","volume":"13","author":"Liu","year":"2019","journal-title":"IEEE transact. biomed. circuit. sys."},{"key":"10.1016\/j.iotcps.2022.04.001_bib265","series-title":"2006 IEEE International Conference on Networking, Sensing and Control","first-page":"416","article-title":"Applications of a 3D range camera towards healthcare mobility aids","author":"Bostelman","year":"2006"},{"key":"10.1016\/j.iotcps.2022.04.001_bib266","series-title":"\u0413\u0440\u0430\u0444\u0438\u043a\u043e\u043d'2013","first-page":"43","article-title":"Human body shape modeling using 3D range data for healthcare applications and beauty services","author":"Goncharenko","year":"2013"},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib267","doi-asserted-by":"crossref","first-page":"218","DOI":"10.1049\/htl.2016.0003","article-title":"Microwave bone imaging: a preliminary scanning system for proof-of-concept","volume":"3","author":"Ruvio","year":"2016","journal-title":"Healthc. technol. lett."},{"issue":"12","key":"10.1016\/j.iotcps.2022.04.001_bib268","doi-asserted-by":"crossref","first-page":"2530","DOI":"10.3390\/ma11122530","article-title":"Bioactive glasses and glass ceramics for bone regeneration and tissue engineering healthcare applications","volume":"11","author":"Fernandes","year":"2018","journal-title":"Materials"},{"issue":"15","key":"10.1016\/j.iotcps.2022.04.001_bib269","doi-asserted-by":"crossref","first-page":"2237","DOI":"10.1002\/adhm.201570089","article-title":"Bone tissue engineering: electrospun polycaprolactone 3D nanofibrous scaffold with interconnected and hierarchically structured pores for bone tissue engineering (Adv. Healthcare Mater. 15\/2015)","volume":"4","author":"Xu","year":"2015","journal-title":"Adv. Healthc. Mater."},{"issue":"11","key":"10.1016\/j.iotcps.2022.04.001_bib270","doi-asserted-by":"crossref","first-page":"1353","DOI":"10.1038\/nbt1105-1353","article-title":"Why tissue engineering needs process engineering","volume":"23","author":"Archer","year":"2005","journal-title":"Nat. Biotechnol."},{"issue":"5","key":"10.1016\/j.iotcps.2022.04.001_bib271","doi-asserted-by":"crossref","first-page":"635","DOI":"10.1002\/adhm.201570027","article-title":"Tissue engineering: development of a cellularly degradable PEG hydrogel to promote articular cartilage extracellular matrix deposition (Adv. Healthcare Mater. 5\/2015)","volume":"4","author":"Sridhar","year":"2015","journal-title":"Adv. healthc. mater."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib272","doi-asserted-by":"crossref","first-page":"194","DOI":"10.1504\/IJHTM.2014.064247","article-title":"Emerging technological trajectories of tissue engineering and the critical directions in cartilage regenerative medicine","volume":"14","author":"Coccia","year":"2014","journal-title":"Int. J. Healthc. Technol. Manag."},{"issue":"9\u201310","key":"10.1016\/j.iotcps.2022.04.001_bib273","doi-asserted-by":"crossref","first-page":"1316","DOI":"10.1089\/ten.2004.10.1316","article-title":"Rapid prototyping of tissue-engineering constructs, using photopolymerizable hydrogels and stereolithography","volume":"10","author":"Dhariwala","year":"2004","journal-title":"Tissue Eng."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib274","doi-asserted-by":"crossref","first-page":"549","DOI":"10.1089\/107632703322066723","article-title":"Design of a flow perfusion bioreactor system for bone tissue-engineering applications","volume":"9","author":"Bancroft","year":"2003","journal-title":"Tissue Eng."},{"issue":"13","key":"10.1016\/j.iotcps.2022.04.001_bib275","doi-asserted-by":"crossref","first-page":"1533","DOI":"10.1002\/adhm.201600088","article-title":"Nano-enabled approaches for stem cell-based cardiac tissue engineering","volume":"5","author":"Kharaziha","year":"2016","journal-title":"Adv. healthc. mater."},{"issue":"9","key":"10.1016\/j.iotcps.2022.04.001_bib276","doi-asserted-by":"crossref","first-page":"3223","DOI":"10.1021\/nl102184c","article-title":"Nanotechnology in drug delivery and tissue engineering: from discovery to applications","volume":"10","author":"Shi","year":"2010","journal-title":"Nano Lett."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib277","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1089\/tea.2007.0173","article-title":"Tissue engineering by self-assembly of cells printed into topologically defined structures","volume":"14","author":"Jakab","year":"2008","journal-title":"Tissue Eng."},{"issue":"8","key":"10.1016\/j.iotcps.2022.04.001_bib278","doi-asserted-by":"crossref","first-page":"1905","DOI":"10.1089\/ten.2006.0175","article-title":"Hydrogels as extracellular matrices for skeletal tissue engineering: state-of-the-art and novel application in organ printing","volume":"13","author":"Fedorovich","year":"2007","journal-title":"Tissue Eng."},{"issue":"7","key":"10.1016\/j.iotcps.2022.04.001_bib279","doi-asserted-by":"crossref","DOI":"10.1002\/adhm.201901714","article-title":"Stimuli-responsive delivery of growth factors for tissue engineering","volume":"9","author":"Qu","year":"2020","journal-title":"Adv. healthc. mater."},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib280","doi-asserted-by":"crossref","first-page":"441","DOI":"10.1016\/j.ijpharm.2016.09.044","article-title":"Current advances in electrospun gelatin-based scaffolds for tissue engineering applications","volume":"523","author":"Aldana","year":"2017","journal-title":"Int. J. Pharm."},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib281","doi-asserted-by":"crossref","first-page":"1209","DOI":"10.1109\/JBHI.2015.2406883","article-title":"Big data, big knowledge: big data for personalized healthcare","volume":"19","author":"Viceconti","year":"2015","journal-title":"IEEE J. biomed. health inform."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib282","first-page":"1","article-title":"Big data in healthcare: management, analysis and future prospects","volume":"6","author":"Dash","year":"2019","journal-title":"J.\u00a0Big Data"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib283","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/2047-2501-2-3","article-title":"Big data analytics in healthcare: promise and potential","volume":"2","author":"Raghupathi","year":"2014","journal-title":"Health Inf. Sci. Syst."},{"key":"10.1016\/j.iotcps.2022.04.001_bib284","series-title":"2014 IEEE International Congress on Big Data","first-page":"762","article-title":"Big data security and privacy issues in healthcare","author":"Patil","year":"2014"},{"key":"10.1016\/j.iotcps.2022.04.001_bib285","first-page":"2015","article-title":"Toward a literature-driven definition of big data in healthcare","author":"Emilie","year":"2015","journal-title":"BioMed Res. Int."},{"key":"10.1016\/j.iotcps.2022.04.001_bib286","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1016\/j.techfore.2015.12.019","article-title":"Big data analytics: understanding its capabilities and potential benefits for healthcare organizations","volume":"126","author":"Wang","year":"2018","journal-title":"Technol. Forecast. Soc. Change"},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib287","doi-asserted-by":"crossref","first-page":"57","DOI":"10.11648\/j.ajtab.20180402.14","article-title":"Big data in healthcare management: a review of literature","volume":"4","author":"Senthilkumar","year":"2018","journal-title":"Am. J. Theor. Appl. Bus."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib288","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1038\/s41591-019-0727-5","article-title":"Axes of a revolution: challenges and promises of big data in healthcare","volume":"26","author":"Shilo","year":"2020","journal-title":"Nat. Med."},{"key":"10.1016\/j.iotcps.2022.04.001_bib289","series-title":"2016 IEEE International Conference on Big Data (Big Data)","first-page":"3548","article-title":"A\u00a0novel big-data processing framwork for healthcare applications: big-data-healthcare-in-a-box","author":"Rahman","year":"2016"},{"key":"10.1016\/j.iotcps.2022.04.001_bib290","doi-asserted-by":"crossref","first-page":"8869","DOI":"10.1109\/ACCESS.2017.2694446","article-title":"Disease prediction by machine learning over big data from healthcare communities","volume":"5","author":"Chen","year":"2017","journal-title":"IEEE Access"},{"key":"10.1016\/j.iotcps.2022.04.001_bib291","series-title":"2015 International Conference on Cloud Technologies and Applications (CloudTech)","first-page":"1","article-title":"Big data in healthcare: challenges and opportunities","author":"Asri","year":"2015"},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib292","doi-asserted-by":"crossref","first-page":"79","DOI":"10.4258\/hir.2013.19.2.79","article-title":"Potentiality of big data in the medical sector: focus on how to reshape the healthcare system","volume":"19","author":"Jee","year":"2013","journal-title":"Healthc. inform. res."},{"key":"10.1016\/j.iotcps.2022.04.001_bib293","series-title":"2016 Future Technologies Conference (FTC)","first-page":"1152","article-title":"Big data in healthcare: prospects, challenges and resolutions","author":"Olaronke","year":"2016"},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib294","article-title":"Big data analytics in medicine and healthcare","volume":"15","author":"Ristevski","year":"2018","journal-title":"J.\u00a0integr. bioinform."},{"key":"10.1016\/j.iotcps.2022.04.001_bib295","doi-asserted-by":"crossref","first-page":"7397","DOI":"10.1109\/ACCESS.2018.2889180","article-title":"Big data for healthcare: a survey","volume":"7","author":"Bahri","year":"2018","journal-title":"IEEE Access"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib296","doi-asserted-by":"crossref","first-page":"21","DOI":"10.15265\/IY-2014-0004","article-title":"Big data in science and healthcare: a review of recent literature and perspectives","volume":"23","author":"Hansen","year":"2014","journal-title":"Yearb. med. inform."},{"key":"10.1016\/j.iotcps.2022.04.001_bib297","doi-asserted-by":"crossref","first-page":"287","DOI":"10.1016\/j.jbusres.2016.08.002","article-title":"Exploring the path to big data analytics success in healthcare","volume":"70","author":"Wang","year":"2017","journal-title":"J.\u00a0Bus. Res."},{"key":"10.1016\/j.iotcps.2022.04.001_bib298","series-title":"2015 International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS)","first-page":"1","article-title":"Big data solutions in healthcare: problems and perspectives","author":"Mathew","year":"2015"},{"key":"10.1016\/j.iotcps.2022.04.001_bib299","series-title":"2016 IEEE International Conference on Cloud Computing and Big Data Analysis (ICCCBDA)","first-page":"37","article-title":"Big data stream computing in healthcare real-time analytics","author":"Ta","year":"2016"},{"key":"10.1016\/j.iotcps.2022.04.001_bib300","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1016\/j.ijmedinf.2018.03.013","article-title":"Concurrence of big data analytics and healthcare: a systematic review","volume":"114","author":"Mehta","year":"2018","journal-title":"Int. J. Med. Inf."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib301","doi-asserted-by":"crossref","first-page":"660","DOI":"10.1007\/s11606-013-2455-8","article-title":"Bringing big data to personalized healthcare: a patient-centered framework","volume":"28","author":"Chawla","year":"2013","journal-title":"J.\u00a0Gen. Intern. Med."},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib302","doi-asserted-by":"crossref","first-page":"93","DOI":"10.3390\/fi9040093","article-title":"How 5g wireless (and concomitant technologies) will revolutionize healthcare?","volume":"9","author":"Latif","year":"2017","journal-title":"Future Internet"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib303","doi-asserted-by":"crossref","first-page":"2","DOI":"10.3390\/bdcc1010002","article-title":"A\u00a05G cognitive system for healthcare","volume":"1","author":"Chen","year":"2017","journal-title":"Big Data and Cognit. Comp."},{"key":"10.1016\/j.iotcps.2022.04.001_bib304","series-title":"2017 IEEE 85th Vehicular Technology Conference (VTC Spring)","first-page":"1","article-title":"5G mobile systems for healthcare","author":"Soldani","year":"2017"},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib305","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1093\/pcmedi\/pbz020","article-title":"5G and intelligence medicine\u2014how the next generation of wireless technology will reconstruct healthcare?","volume":"2","author":"Li","year":"2019","journal-title":"Precision clinic. med."},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib306","doi-asserted-by":"crossref","first-page":"244","DOI":"10.1016\/j.icte.2020.10.002","article-title":"The role of 5G for digital healthcare against COVID-19 pandemic: opportunities and challenges","volume":"7","author":"Siriwardhana","year":"2021","journal-title":"ICT Express"},{"key":"10.1016\/j.iotcps.2022.04.001_bib307","doi-asserted-by":"crossref","first-page":"37251","DOI":"10.1109\/ACCESS.2019.2905347","article-title":"5G communication: an overview of vehicle-to-everything, drones, and healthcare use-cases","volume":"7","author":"Ullah","year":"2019","journal-title":"IEEE Access"},{"key":"10.1016\/j.iotcps.2022.04.001_bib308","series-title":"Service Level Agreements for 5G and beyond: Overview, Challenges and Enablers of 5G-Healthcare Systems","author":"Qureshi","year":"2020"},{"key":"10.1016\/j.iotcps.2022.04.001_bib309","doi-asserted-by":"crossref","first-page":"100747","DOI":"10.1109\/ACCESS.2019.2930628","article-title":"5G-based smart healthcare network: architecture, taxonomy, challenges and future research directions","volume":"7","author":"Ahad","year":"2019","journal-title":"IEEE Access"},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib310","doi-asserted-by":"crossref","first-page":"2399","DOI":"10.1109\/JIOT.2017.2772959","article-title":"Emotion-aware connected healthcare big data towards 5G","volume":"5","author":"Hossain","year":"2017","journal-title":"IEEE Internet Things J."},{"key":"10.1016\/j.iotcps.2022.04.001_bib311","series-title":"2020 International Conference on Information Science and Communications Technologies (ICISCT)","first-page":"1","article-title":"Blockchain for 5G healthcare architecture","author":"Khujamatov","year":"2020"},{"key":"10.1016\/j.iotcps.2022.04.001_bib312","series-title":"2019 IEEE Globecom Workshops (GC Wkshps)","first-page":"1","article-title":"5G enabled mobile healthcare for ambulances","author":"Usman","year":"2019"},{"issue":"10","key":"10.1016\/j.iotcps.2022.04.001_bib313","first-page":"147","article-title":"Smart mobile healthcare system based on WBSN and 5G","volume":"8","author":"Nasri","year":"2017","journal-title":"Int. J. Adv. Comput. Sci. Appl."},{"key":"10.1016\/j.iotcps.2022.04.001_bib314","doi-asserted-by":"crossref","first-page":"88592","DOI":"10.1109\/ACCESS.2019.2922442","article-title":"Optimizing MEC networks for healthcare applications in 5G communications with the authenticity of Users' priorities","volume":"7","author":"Lin","year":"2019","journal-title":"IEEE Access"},{"key":"10.1016\/j.iotcps.2022.04.001_bib315","series-title":"Applications of Big Data Analytics","first-page":"1","article-title":"Big data environment for smart healthcare applications over 5g mobile network","author":"Dighriri","year":"2018"},{"key":"10.1016\/j.iotcps.2022.04.001_bib316","series-title":"European, Mediterranean, and Middle Eastern Conference on Information Systems","first-page":"383","article-title":"The road to the future of healthcare: transmitting interoperable healthcare data through a 5G based communication platform","author":"Mavrogiorgou","year":"2018"},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib317","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1515\/cdbme-2020-3001","article-title":"5G as enabler for digital healthcare","volume":"6","author":"Hamm","year":"2020","journal-title":"Curr. Direct. Biomed. Eng."},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib318","doi-asserted-by":"crossref","first-page":"296","DOI":"10.1373\/jalm.2019.030106","article-title":"Current state of drones in healthcare: challenges and Opportunities","volume":"4","author":"Amukele","year":"2019","journal-title":"J.\u00a0appl. Lab. Med."},{"key":"10.1016\/j.iotcps.2022.04.001_bib319","series-title":"Digital Health","first-page":"159","article-title":"Drones in healthcare","author":"Wulfovich","year":"2018"},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib320","doi-asserted-by":"crossref","first-page":"30","DOI":"10.3390\/drones4030030","article-title":"The application of drones in healthcare and health-related services in North America: a scoping review","volume":"4","author":"Hiebert","year":"2020","journal-title":"Drones"},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib321","doi-asserted-by":"crossref","DOI":"10.1136\/bmjgh-2019-001541","article-title":"Bi-directional drones to strengthen healthcare provision: experiences and lessons from Madagascar, Malawi and Senegal","volume":"4","author":"Knoblauch","year":"2019","journal-title":"BMJ glob. health"},{"issue":"5","key":"10.1016\/j.iotcps.2022.04.001_bib322","doi-asserted-by":"crossref","first-page":"2867","DOI":"10.1007\/s11948-020-00233-1","article-title":"An ethical framework for the design, development, implementation, and assessment of drones used in public healthcare","volume":"26","author":"Cawthorne","year":"2020","journal-title":"Sci. Eng. Ethics"},{"issue":"9","key":"10.1016\/j.iotcps.2022.04.001_bib323","doi-asserted-by":"crossref","DOI":"10.1111\/ijcp.12989","article-title":"Drones in medicine\u2014the rise of the machines","volume":"71","author":"Balasingam","year":"2017","journal-title":"Int. J. Clin. Pract."},{"key":"10.1016\/j.iotcps.2022.04.001_bib324","doi-asserted-by":"crossref","first-page":"615","DOI":"10.1002\/9781119282686.ch35","article-title":"The use of drones in the delivery of rural healthcare","author":"Boeras","year":"2019","journal-title":"Revol. Trop. Med.: Point-of-Care Tests, New Imag. Technol. Dig. Health"},{"key":"10.1016\/j.iotcps.2022.04.001_bib325","doi-asserted-by":"crossref","DOI":"10.1016\/j.techsoc.2021.101624","article-title":"Intricacies of medical drones in healthcare delivery: implications for Africa","volume":"66","author":"Nyaaba","year":"2021","journal-title":"Technol. Soc."},{"key":"10.1016\/j.iotcps.2022.04.001_bib326","series-title":"Research Anthology on Reliability and Safety in Aviation Systems, Spacecraft, and Air Transport","first-page":"973","article-title":"Drones in healthcare: an extended discussion on humanitarian logistics","author":"Anbaro\u011flu","year":"2021"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib327","doi-asserted-by":"crossref","first-page":"163","DOI":"10.1007\/s10846-017-0548-z","article-title":"Drone-aided healthcare services for patients with chronic diseases in rural areas","volume":"88","author":"Kim","year":"2017","journal-title":"J.\u00a0Intell. Rob. Syst."},{"key":"10.1016\/j.iotcps.2022.04.001_bib328","doi-asserted-by":"crossref","first-page":"129598","DOI":"10.1016\/j.jclepro.2021.129598","article-title":"Artificial intelligence (AI)-enhanced medical drones in the healthcare supply chain (HSC) for sustainability development: a case study","author":"Damoah","year":"2021","journal-title":"J.\u00a0Clean. Prod."},{"issue":"5","key":"10.1016\/j.iotcps.2022.04.001_bib329","first-page":"201","article-title":"Humanitarian impact of drones in healthcare and disaster management","volume":"7","author":"Pathak","year":"2019","journal-title":"Int. J. Recent Technol. Eng."},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib330","doi-asserted-by":"crossref","first-page":"425","DOI":"10.1016\/j.cmi.2019.09.014","article-title":"Use of drones in clinical microbiology and infectious diseases: current status, challenges and barriers","volume":"26","author":"Poljak","year":"2020","journal-title":"Clin. Microbiol. Infect."},{"key":"10.1016\/j.iotcps.2022.04.001_bib331","series-title":"Modeling and Optimization in Green Logistics","first-page":"127","article-title":"When green technology meets optimization modeling: the case of routing drones in logistics, agriculture, and healthcare","author":"Ndiaye","year":"2020"},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib332","first-page":"242","article-title":"Nanomedicine: promising tiny machine for the healthcare in future-a review","volume":"24","author":"Saha","year":"2009","journal-title":"Oman Med. J."},{"issue":"9","key":"10.1016\/j.iotcps.2022.04.001_bib333","doi-asserted-by":"crossref","first-page":"1493","DOI":"10.2217\/nnm.15.1","article-title":"Nanoparticles functionalized with supramolecular host\u2013guest systems for nanomedicine and healthcare","volume":"10","author":"Wu","year":"2015","journal-title":"Nanomedicine"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib334","first-page":"23","article-title":"The future of healthcare: nanomedicine and internet of nano things","volume":"50","author":"Omanovi\u0107-Mikli\u010danin","year":"2015","journal-title":"Folia Med. Facul. Med. Univ. Saraev."},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib335","doi-asserted-by":"crossref","first-page":"184","DOI":"10.1504\/IJHTM.2012.050616","article-title":"Converging genetics, genomics and nanotechnologies for groundbreaking pathways in biomedicine and nanomedicine","volume":"13","author":"Coccia","year":"2012","journal-title":"Int. J. Healthc. Technol. Manag."},{"key":"10.1016\/j.iotcps.2022.04.001_bib336","doi-asserted-by":"crossref","first-page":"164","DOI":"10.1016\/j.jconrel.2020.07.007","article-title":"Delivering the power of nanomedicine to patients today","volume":"326","author":"Germain","year":"2020","journal-title":"J.\u00a0Contr. Release"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib337","doi-asserted-by":"crossref","first-page":"36","DOI":"10.1166\/jbn.2011.1189","article-title":"Nanotechnology and nanomedicine for healthcare: challenges in translating innovations from bench to bedside","volume":"7","author":"Bellare","year":"2011","journal-title":"J.\u00a0Biomed. Nanotechnol."},{"issue":"14","key":"10.1016\/j.iotcps.2022.04.001_bib338","doi-asserted-by":"crossref","first-page":"1456","DOI":"10.1016\/j.addr.2006.09.011","article-title":"Nanomedicine: developing smarter therapeutic and diagnostic modalities","volume":"58","author":"Farokhzad","year":"2006","journal-title":"Adv. Drug Deliv. Rev."},{"key":"10.1016\/j.iotcps.2022.04.001_bib339","first-page":"803","article-title":"Nanomedicine: promises and challenges for the future of public health","volume":"5","author":"Pautler","year":"2010","journal-title":"Int. J. Nanomed."},{"issue":"3","key":"10.1016\/j.iotcps.2022.04.001_bib340","doi-asserted-by":"crossref","DOI":"10.2202\/1941-6008.1118","article-title":"The impact of nanomedicine development on north-south equity and equal opportunities in healthcare","volume":"3","author":"Tyshenko","year":"2009","journal-title":"Stud. Ethics Law Technol."},{"issue":"13","key":"10.1016\/j.iotcps.2022.04.001_bib341","article-title":"Antimicrobial nanomedicine: graphene materials in antimicrobial nanomedicine: current status and future perspectives (adv. Healthcare mater. 13\/2018)","volume":"7","author":"Karahan","year":"2018","journal-title":"Adv. Healthc. Mater."},{"key":"10.1016\/j.iotcps.2022.04.001_bib342","series-title":"2016 12th International Conference on Innovations in Information Technology (IIT)","first-page":"1","article-title":"Revolutionizing the healthcare of the future through nanomedicine: opportunities and challenges","author":"Elayan","year":"2016"},{"issue":"11","key":"10.1016\/j.iotcps.2022.04.001_bib343","doi-asserted-by":"crossref","first-page":"1367","DOI":"10.2217\/nnm-2019-0130","article-title":"Cost\u2013effectiveness of nanomedicine: estimating the real size of nano-costs","volume":"14","author":"Bosetti","year":"2019","journal-title":"Nanomedicine"},{"key":"10.1016\/j.iotcps.2022.04.001_bib344","doi-asserted-by":"crossref","DOI":"10.1016\/j.sintl.2021.100122","article-title":"Internet of behaviours (IoB) and its role in customer services","author":"Javaid","year":"2021","journal-title":"Sens. Int."},{"key":"10.1016\/j.iotcps.2022.04.001_bib345","series-title":"2019 22nd International Multitopic Conference (INMIC)","first-page":"1","article-title":"Securing Internet of bio-Nano things: ML-enabled parameter profiling of bio-cyber interfaces","author":"Bakhshi","year":"2019"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib346","first-page":"1","article-title":"Associations between dimensions of behaviour, personality traits, and mental-health during the COVID-19 pandemic in the United Kingdom","volume":"12","author":"Hampshire","year":"2021","journal-title":"Nat. Commun."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib347","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3233\/THC-161263","article-title":"Cybersecurity in healthcare: a systematic review of modern threats and trends","volume":"25","author":"Kruse","year":"2017","journal-title":"Technol. Health Care"},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib348","doi-asserted-by":"crossref","DOI":"10.1016\/j.ipm.2022.102888","article-title":"Application of cognitive computing in healthcare, cybersecurity, big data and IoT: a literature review","volume":"59","author":"Sreedevi","year":"2022","journal-title":"Inf. Process. Manag."},{"key":"10.1016\/j.iotcps.2022.04.001_bib349","doi-asserted-by":"crossref","first-page":"48","DOI":"10.1016\/j.maturitas.2018.04.008","article-title":"Cybersecurity in healthcare: a narrative review of trends, threats and ways forward","volume":"113","author":"Coventry","year":"2018","journal-title":"Maturitas"},{"key":"10.1016\/j.iotcps.2022.04.001_bib350","series-title":"Cybersecurity of Multi-Cloud Healthcare Systems: A Hierarchical Deep Learning Approach","first-page":"108439","author":"Gupta","year":"2022"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib351","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1007\/s10278-016-9913-x","article-title":"Cyber-security issues in healthcare information technology","volume":"30","author":"Langer","year":"2017","journal-title":"J.\u00a0Digit. Imag."},{"issue":"4","key":"10.1016\/j.iotcps.2022.04.001_bib352","doi-asserted-by":"crossref","first-page":"539","DOI":"10.1016\/j.bushor.2019.03.010","article-title":"Muddling through cybersecurity: insights from the US healthcare industry","volume":"62","author":"Abraham","year":"2019","journal-title":"Bus. Horiz."},{"key":"10.1016\/j.iotcps.2022.04.001_bib353","series-title":"2017 E-Health and Bioengineering Conference (EHB)","first-page":"414","article-title":"Cyber security in healthcare networks","author":"Dogaru","year":"2017"},{"key":"10.1016\/j.iotcps.2022.04.001_bib354","series-title":"2018 IEEE 9th International Conference on Dependable Systems, Services and Technologies (DESSERT)","first-page":"67","article-title":"Cybersecurity of healthcare IoT-based systems: regulation and case-oriented assessment","author":"Strielkina","year":"2018"},{"key":"10.1016\/j.iotcps.2022.04.001_bib355","doi-asserted-by":"crossref","first-page":"62","DOI":"10.1016\/j.jnca.2019.02.027","article-title":"Blockchain in healthcare applications: research challenges and opportunities","volume":"135","author":"McGhin","year":"2019","journal-title":"J.\u00a0Netw. Comput. Appl."},{"key":"10.1016\/j.iotcps.2022.04.001_bib356","series-title":"Advances in Computers","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/bs.adcom.2018.03.006","article-title":"Blockchain technology use cases in healthcare","volume":"111","author":"Zhang","year":"2018"},{"key":"10.1016\/j.iotcps.2022.04.001_bib357","first-page":"1","article-title":"Blockchain for healthcare data management: opportunities, challenges, and future recommendations","author":"Yaqoob","year":"2021","journal-title":"Neural Comput. Appl."},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib358","doi-asserted-by":"crossref","first-page":"693","DOI":"10.1007\/s12652-021-03163-3","article-title":"A\u00a0novel blockchain-based electronic health record automation system for healthcare","volume":"13","author":"Chelladurai","year":"2022","journal-title":"J.\u00a0Ambient Intell. Hum. Comput."},{"issue":"10","key":"10.1016\/j.iotcps.2022.04.001_bib359","doi-asserted-by":"crossref","first-page":"470","DOI":"10.3390\/sym10100470","article-title":"A\u00a0systematic review of the use of blockchain in healthcare","volume":"10","author":"H\u00f6lbl","year":"2018","journal-title":"Symmetry"},{"issue":"1","key":"10.1016\/j.iotcps.2022.04.001_bib360","doi-asserted-by":"crossref","first-page":"3","DOI":"10.3390\/cryptography3010003","article-title":"Applications of blockchain technology in medicine and healthcare: challenges and future perspectives","volume":"3","author":"Siyal","year":"2019","journal-title":"Cryptography"},{"key":"10.1016\/j.iotcps.2022.04.001_bib361","series-title":"2022 24th International Conference on Advanced Communication Technology (ICACT)","first-page":"109","article-title":"Protecting personal healthcare record using blockchain & federated learning technologies","author":"Aich","year":"2022"},{"key":"10.1016\/j.iotcps.2022.04.001_bib362","article-title":"Blockchain-based electronic healthcare record system for healthcare 4.0 applications","volume":"50","author":"Tanwar","year":"2020","journal-title":"J.\u00a0Inf. Secur. Appl."},{"key":"10.1016\/j.iotcps.2022.04.001_bib363","series-title":"Digital Transformation in the Healthcare Sector through Blockchain Technology","first-page":"102386","author":"Massaro","year":"2021"},{"issue":"2","key":"10.1016\/j.iotcps.2022.04.001_bib364","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3376915","article-title":"A\u00a0survey of blockchain-based strategies for healthcare","volume":"53","author":"De Aguiar","year":"2020","journal-title":"ACM Comput. Surv."},{"key":"10.1016\/j.iotcps.2022.04.001_bib365","series-title":"2016 IEEE 18th International Conference on E-Health Networking, Applications and Services (Healthcom)","first-page":"1","article-title":"Blockchain technology in healthcare: the revolution starts here","author":"Mettler","year":"2016"},{"key":"10.1016\/j.iotcps.2022.04.001_bib366","first-page":"56","article-title":"Blockchain technology in healthcare: a systematic review","volume":"7","author":"Agbo","year":"2019"},{"key":"10.1016\/j.iotcps.2022.04.001_bib367","doi-asserted-by":"crossref","DOI":"10.1016\/j.ijmedinf.2019.104040","article-title":"Blockchain in healthcare and health sciences\u2014a scoping review","volume":"134","author":"Hasselgren","year":"2020","journal-title":"Int. J. Med. Inf."}],"container-title":["Internet of Things and Cyber-Physical Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2667345222000104?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2667345222000104?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,9,9]],"date-time":"2025-09-09T09:14:41Z","timestamp":1757409281000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S2667345222000104"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":367,"alternative-id":["S2667345222000104"],"URL":"https:\/\/doi.org\/10.1016\/j.iotcps.2022.04.001","relation":{},"ISSN":["2667-3452"],"issn-type":[{"value":"2667-3452","type":"print"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Medical 4.0 technologies for healthcare: Features, capabilities, and applications","name":"articletitle","label":"Article Title"},{"value":"Internet of Things and Cyber-Physical Systems","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.iotcps.2022.04.001","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2022 The Authors. Published by Elsevier B.V. on behalf of KeAi Communications Co., Ltd.","name":"copyright","label":"Copyright"}]}}