{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T18:10:58Z","timestamp":1775067058603,"version":"3.50.1"},"reference-count":50,"publisher":"Tech Science Press","issue":"1","license":[{"start":{"date-parts":[[2025,3,30]],"date-time":"2025-03-30T00:00:00Z","timestamp":1743292800000},"content-version":"vor","delay-in-days":88,"URL":"https:\/\/doi.org\/10.32604\/TSP-CROSSMARKPOLICY"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["CMC"],"published-print":{"date-parts":[[2025]]},"DOI":"10.32604\/cmc.2025.061981","type":"journal-article","created":{"date-parts":[[2025,3,11]],"date-time":"2025-03-11T03:12:21Z","timestamp":1741662741000},"page":"935-976","update-policy":"https:\/\/doi.org\/10.32604\/tsp-crossmarkpolicy","source":"Crossref","is-referenced-by-count":6,"title":["MediServe: An IoT-Enhanced Deep Learning Framework for Personalized Medication Management for Elderly Care"],"prefix":"10.32604","volume":"83","author":[{"given":"Smita","family":"Kapse","sequence":"first","affiliation":[]},{"given":"Ganesh","family":"Yenurkar","sequence":"additional","affiliation":[]},{"given":"Vincent Omollo","family":"Nyangaresi","sequence":"additional","affiliation":[]},{"given":"Gunjan","family":"Balpande","sequence":"additional","affiliation":[]},{"given":"Shravani","family":"Kale","sequence":"additional","affiliation":[]},{"given":"Manthan","family":"Jadhav","sequence":"additional","affiliation":[]},{"given":"Sahil","family":"Lawankar","sequence":"additional","affiliation":[]},{"given":"Vikrant","family":"Jaunjale","sequence":"additional","affiliation":[]}],"member":"17807","published-online":{"date-parts":[[2025]]},"reference":[{"key":"ref1","series-title":"TENCON 2019\u20142019 IEEE Region 10 Conference","first-page":"1059","article-title":"Design and implementation of a smart medicine dispenser","author":"Mathew","year":"2019 Oct 17\u201320"},{"key":"ref2","series-title":"2016 IEEE 5th Global Conference on Consumer Electronics","first-page":"1","article-title":"Pill dispenser with alarm via smart phone notification","author":"Othman","year":"2016 Oct 11\u201314"},{"key":"ref3","series-title":"2018 International Conference on Smart Systems and Inventive Technology (ICSSIT)","first-page":"410","article-title":"Smart medicine dispenser","author":"Jabeena","year":"2018 Dec 13\u201314"},{"key":"ref4","series-title":"2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies (ICIoT)","first-page":"361","article-title":"Smart medicine planner for visually impaired people","author":"Al-Haider","year":"2020 Feb 2\u20135"},{"key":"ref5","series-title":"2018 International Conference on Advances in Computing and Communication Engineering (ICACCE)","first-page":"413","article-title":"The real time hardware of smart medicine dispenser to reduce the adverse drugs reactions","author":"Pandey","year":"2018 Jun 22\u201323"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"443","DOI":"10.1016\/j.fcij.2018.11.008","article-title":"Smart drugs: improving healthcare using smart pill box for medicine reminder and monitoring system","volume":"3","author":"Minaam","year":"2018","journal-title":"Future Comput Inform J"},{"key":"ref7","series-title":"2018 3rd IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT)","first-page":"2120","article-title":"An efficient E-health monitoring with smart dispensing system for remote areas","author":"Rajendra Prasad","year":"2018 May 18\u201319"},{"key":"ref8","series-title":"2018 International Conference on Emerging Trends and Innovations in Engineering and Technological Research (ICETIETR)","first-page":"1","article-title":"Pill care-the smart pill box with remind, authenticate and confirmation function","author":"Najeeb","year":"2018 Jul 11\u201313"},{"key":"ref9","series-title":"2020 12th International Conference on Computational Intelligence and Communication Networks (CICN)","first-page":"182","article-title":"IoT based smart medicine assistive system for memory impairment patient","author":"Vardhini","year":"2020 Sep 25\u201326"},{"key":"ref10","series-title":"2018 IEEE International Multidisciplinary Conference on Engineering Technology (IMCET)","first-page":"1","article-title":"Smart medicine box system","author":"Zeidan","year":"2018 Nov 14\u201316"},{"key":"ref11","series-title":"2015 IEEE 4th Global Conference on Consumer Electronics (GCCE)","first-page":"658","article-title":"A smart pill box with remind and consumption confirmation functions","author":"Wu","year":"2015 Oct 27\u201330"},{"key":"ref12","series-title":"2020 Joint International Conference on Digital Arts, Media, and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON)","first-page":"54","article-title":"Smart pill box system for bipolar disorder patients","author":"Kanhasinwattana","year":"2020 Mar 11\u201314"},{"key":"ref13","series-title":"2020 International Conference on System, Computation, Automation and Networking (ICSCAN)","first-page":"1","article-title":"A real time support system to impart medicine using smart dispenser","author":"MohanaPriya","year":"2020 Jul 3\u20134"},{"key":"ref14","series-title":"2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings","first-page":"484","article-title":"A smartphone-enhanced pill-dispenser providing patient identification and in-take recognition","author":"Crema","year":"2015 May 7\u20139"},{"key":"ref15","series-title":"2017 International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)","first-page":"352","article-title":"Enhancing healthcare using m-Care box (Monitoring non-compliance of medication)","author":"Bharadwaj","year":"2017 Feb 10\u201311"},{"key":"ref16","series-title":"2018 International Symposium on Electronics and Smart Devices (ISESD)","first-page":"1","article-title":"Android application design of automatic tablet dispenser using MQTT protocol communication","author":"Ayu","year":"2018 Oct 23\u201324"},{"key":"ref17","first-page":"342","article-title":"Automatic medicine dispenser using IoT","volume":"9","author":"Philip","year":"2020","journal-title":"Int J Eng Res Technol"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"471","DOI":"10.1007\/s42979-022-01367-8","article-title":"A novel IOT-based medicine consumption system for elders","volume":"3","author":"Abdullah","year":"2022","journal-title":"SN Comput Sci"},{"key":"ref19","series-title":"Proceedings of the Second International Conference on Emerging Trends in Science & Technologies for Engineering Systems","article-title":"MEDIC-The SmartMedicine dispenser","author":"YR","year":"2019 May 17\u201318"},{"key":"ref20","series-title":"2022 IEEE World Conference on Applied Intelligence and Computing (AIC)","first-page":"391","article-title":"An IoT based smart medicine dispenser model for healthcare","author":"Patil","year":"2022 Jun 17\u201319"},{"key":"ref21","series-title":"2016 Second International Conference on Science Technology Engineering and Management (ICONSTEM)","first-page":"56","article-title":"Voice based application as medicine spotter for visually impaired","author":"Jayashree","year":"2016 Mar 30\u201331"},{"key":"ref22","series-title":"2017 Conference on Emerging Devices and Smart Systems (ICEDSS)","first-page":"44","article-title":"Medicine dispensing machine using raspberry pi and arduino controller","author":"Tank","year":"2017 Mar 3\u20134"},{"key":"ref23","series-title":"2018 International Conference on Computational Science and Computational Intelligence (CSCI)","first-page":"1446","article-title":"Kangarucare: a homecare system for enhancing medicine adherence","author":"Fidone","year":"2018 Dec 12\u201314"},{"key":"ref24","first-page":"1746","article-title":"IoT based intelligent medicine box with assistance","volume":"9","author":"Mali","year":"2022","journal-title":"Int Res J Eng Technol"},{"key":"ref25","series-title":"2019 4th International Conference on Intelligent Green Building and Smart Grid (IGBSG)","first-page":"199","article-title":"Design of docker-based cloud platform for smart medicine box","author":"Chen","year":"2019 Sep 6\u20139"},{"key":"ref26","series-title":"2020 International Conference on System, Computation, Automation and Networking (ICSCAN)","first-page":"1","article-title":"Automated medicine box for geriatrics","author":"Gali","year":"2020 Jul 3\u20134"},{"key":"ref27","first-page":"457","article-title":"An IoT-based pill management system for elderly","volume":"46","author":"Roumaissa","year":"2022","journal-title":"Dep Comput Sci"},{"key":"ref28","unstructured":"Pillsy: smart medication bottle [Internet]. 2017 [cited 2025 Jan 1]. Available from: https:\/\/www.businesswire.com\/news\/home\/20170502005356\/en\/Pillsy-Launches-First-Smart-Pill-Bottle-and-Mobile-App."},{"key":"ref29","unstructured":"MedMinder: smart pill dispense for seniors [Internet]. 2018 [cited 2025 Jan 1]. Available from: https:\/\/www.medminder.com."},{"key":"ref30","unstructured":"AdhereTech: smart pill bottles for improved adherence [Internet]. 2016 [cited 2025 Jan 1]. Available from: https:\/\/www.adheretech.com."},{"key":"ref31","unstructured":"CarePredict: wearable technology for senior care [Internet]. 2019 [cited 2025 Jan 1]. Available from: https:\/\/www.carepredict.com."},{"key":"ref32","unstructured":"iSync. Mobile health platform for medication adherence [Internet]. 2017 [cited 2025 Jan 1]. Available from: https:\/\/www.isync.io."},{"key":"ref33","unstructured":"Rahim T. UNBUS: uncertainty-aware deep botnet detection system in presence of perturbed samples. arXiv:2204.09502. 2022."},{"key":"ref34","first-page":"44","article-title":"Analysis of Internet of Things based on characteristics, functionalities, and challenges","volume":"5","author":"Ganesh","year":"2021","journal-title":"Int J Hyperconnect Internet Things"},{"key":"ref35","series-title":"2022 International Conference on Emerging Trends in Engineering and Medical Sciences (ICETEMS)","first-page":"130","article-title":"Enhancing customer 360 with better service management using salesforce CRM","author":"Nilesh","year":"2022 Nov 18\u201319"},{"key":"ref36","first-page":"9437","article-title":"Performance analysis of big data based mining and machine learning algorithms: a review","volume":"12","author":"Ganesh","year":"2021","journal-title":"Turk Online J Qual Inq"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"080032","DOI":"10.1063\/5.0240230","article-title":"Artificial intelligence in health care: a review of uses, challenges and potential uses","volume":"3188","author":"Jagadish","year":"2024","journal-title":"AIP Conf Proc"},{"key":"ref38","doi-asserted-by":"crossref","first-page":"1297","DOI":"10.3390\/diagnostics14121297","article-title":"Revolutionizing chronic heart disease management: the role of IoT-based ambulatory blood pressure monitoring system","volume":"12","author":"Yenurkar","year":"2024","journal-title":"Diagnostics"},{"key":"ref39","first-page":"252","author":"Ganesh","year":"2025","journal-title":"Multi-criteria decision-making and optimum design with machine learning"},{"key":"ref40","doi-asserted-by":"crossref","first-page":"100033","DOI":"10.1063\/5.0240484","article-title":"Cyber medicine in diagnosis-need of the hour","volume":"3188","author":"Priti","year":"2024","journal-title":"AIP Conf Proc"},{"key":"ref41","doi-asserted-by":"crossref","first-page":"080027","DOI":"10.1063\/5.0240698","article-title":"Effectiveness of robot-assisted treadmill training on cardiovascular fitness in stroke patients\u2014a review","volume":"3188","author":"Vishakha","year":"2024","journal-title":"AIP Conf Proc"},{"key":"ref42","series-title":"2023 1st DMIHER International Conference on Artificial Intelligence in Education and Industry 4.0 (IDICAIEI)","first-page":"1","article-title":"Medical image fusion using discrete wavelet transform: in view of deep learning","author":"Thakur","year":"2023 Nov 27\u201328"},{"key":"ref43","unstructured":"Innovative new technology helps seniors age in place [Internet]. 2023 [cited 2025 Jan 1]. Available from: https:\/\/www.ucdavis.edu\/health\/news\/innovative-new-technology-helps-seniors-age-place."},{"key":"ref44","doi-asserted-by":"crossref","first-page":"669869","DOI":"10.3389\/fdgth.2021.669869","article-title":"Artificial intelligence solutions to increase medication adherence in elderly patients with non-communicable diseases","volume":"3","author":"Babel","year":"2021","journal-title":"Front Digit Health"},{"key":"ref45","doi-asserted-by":"crossref","first-page":"506","DOI":"10.1186\/s12889-024-18036-5","article-title":"Barriers and facilitators to health technology adoption by older adults with chronic diseases: an integrative review","volume":"24","author":"Bertolazzi","year":"2024","journal-title":"BMC Public Health"},{"key":"ref46","doi-asserted-by":"crossref","first-page":"1623","DOI":"10.1038\/s41591-023-02391-8","article-title":"Digital health for aging populations","volume":"29","author":"Chen","year":"2023","journal-title":"Nat Med"},{"key":"ref47","doi-asserted-by":"crossref","first-page":"528","DOI":"10.1186\/s12913-023-09513-5","article-title":"Mapping emerging technologies in aged care: results from an in-depth online research","volume":"23","author":"Fasoli","year":"2023","journal-title":"BMC Health Serv Res"},{"key":"ref48","series-title":"2020 International Conference for Emerging Technology (INCET)","first-page":"1","article-title":"Internet of Things (IoT) based smart health care medical box for elderly people","author":"Al-Mahmud","year":"2020 Jun 5\u20137"},{"key":"ref49","series-title":"2018 IEEE 4th Middle East Conference on Biomedical Engineering (MECBME)","first-page":"20","article-title":"Smart medicine dispenser (SMD)","author":"Antoun","year":"2018 Mar 28\u201330"},{"key":"ref50","series-title":"2018 International Conference on Innovations in Science, Engineering and Technology (ICISET)","first-page":"390","article-title":"Design & implementation of an automated reminder medicine box for old people and hospital","author":"Kader","year":"2018 Oct 27\u201328"}],"container-title":["Computers, Materials & Continua"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/cdn.techscience.cn\/files\/cmc\/2025\/TSP_CMC-83-1\/TSP_CMC_61981\/TSP_CMC_61981.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,14]],"date-time":"2025-11-14T06:40:56Z","timestamp":1763102456000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.techscience.com\/cmc\/v83n1\/60129"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":50,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2025]]},"published-print":{"date-parts":[[2025]]}},"URL":"https:\/\/doi.org\/10.32604\/cmc.2025.061981","relation":{},"ISSN":["1546-2226"],"issn-type":[{"value":"1546-2226","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"2024-12-07","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-02-17","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-03-26","order":2,"name":"published","label":"Published Online","group":{"name":"publication_history","label":"Publication History"}}]}}