{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,2]],"date-time":"2025-11-02T03:45:50Z","timestamp":1762055150078,"version":"build-2065373602"},"reference-count":34,"publisher":"MDPI AG","issue":"12","license":[{"start":{"date-parts":[[2022,6,15]],"date-time":"2022-06-15T00:00:00Z","timestamp":1655251200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"FCT\/MEC","award":["UIDB\/50008\/2020","2021.06685.BD"],"award-info":[{"award-number":["UIDB\/50008\/2020","2021.06685.BD"]}]},{"DOI":"10.13039\/501100001871","name":"FEDER-PT2020 partnership agreement","doi-asserted-by":"publisher","award":["UIDB\/50008\/2020","2021.06685.BD"],"award-info":[{"award-number":["UIDB\/50008\/2020","2021.06685.BD"]}],"id":[{"id":"10.13039\/501100001871","id-type":"DOI","asserted-by":"publisher"}]},{"name":"the Portuguese Foundation for Science and Technology","award":["UIDB\/50008\/2020","2021.06685.BD"],"award-info":[{"award-number":["UIDB\/50008\/2020","2021.06685.BD"]}]},{"name":"COST (European Cooperation in Science and Technology)","award":["UIDB\/50008\/2020","2021.06685.BD"],"award-info":[{"award-number":["UIDB\/50008\/2020","2021.06685.BD"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Electronics"],"abstract":"<jats:p>Cardiovascular diseases have always been here, but there has been an increase in their numbers over time. Even though there are in the digital world a few applications to help with this kind of problem, there are not enough to fulfill the needs of the patients. This study reviews mobile applications that allow patients to monitor and report cardiovascular diseases. It presents a review of 14 mobile applications that were free to download in Portugal and classified and compared according to their characteristics. The selection criteria combined the following keywords: \u201cpatient\u201d, \u201ccardiac\/or heart\u201d, \u201creport\u201d, and (\u201ctracking\u201d or \u201cmonitoring\u201d). Based on the analysis, we point out the errors of the applications and present some solutions. To finish, we investigated how mobile applications can help patients track and self-report cardiovascular diseases.<\/jats:p>","DOI":"10.3390\/electronics11121881","type":"journal-article","created":{"date-parts":[[2022,6,15]],"date-time":"2022-06-15T22:17:01Z","timestamp":1655331421000},"page":"1881","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Monitoring of Cardiovascular Diseases: An Analysis of the Mobile Applications Available in the Google Play Store"],"prefix":"10.3390","volume":"11","author":[{"given":"Hanna Vitaliyivna","family":"Denysyuk","sequence":"first","affiliation":[{"name":"Instituto de Telecomunica\u00e7\u00f5es, Universidade da Beira Interior, 6200-001 Covilha, Portugal"}]},{"given":"Jo\u00e3o","family":"Amado","sequence":"additional","affiliation":[{"name":"Escola de Ci\u00eancias e Tecnologia, Universidade de Tr\u00e1s-os-Montes e Alto Douro, Quinta de Prados, 5001-801 Vila Real, Portugal"}]},{"given":"Norberto Jorge","family":"Gon\u00e7alves","sequence":"additional","affiliation":[{"name":"Escola de Ci\u00eancias e Tecnologia, Universidade de Tr\u00e1s-os-Montes e Alto Douro, Quinta de Prados, 5001-801 Vila Real, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7664-0168","authenticated-orcid":false,"given":"Eftim","family":"Zdravevski","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science and Engineering, University Ss Cyril and Methodius, 1000 Skopje, North Macedonia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3195-3168","authenticated-orcid":false,"given":"Nuno M.","family":"Garcia","sequence":"additional","affiliation":[{"name":"Instituto de Telecomunica\u00e7\u00f5es, Universidade da Beira Interior, 6200-001 Covilha, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3394-6762","authenticated-orcid":false,"given":"Ivan Miguel","family":"Pires","sequence":"additional","affiliation":[{"name":"Instituto de Telecomunica\u00e7\u00f5es, Universidade da Beira Interior, 6200-001 Covilha, Portugal"},{"name":"Escola de Ci\u00eancias e Tecnologia, Universidade de Tr\u00e1s-os-Montes e Alto Douro, Quinta de Prados, 5001-801 Vila Real, Portugal"}]}],"member":"1968","published-online":{"date-parts":[[2022,6,15]]},"reference":[{"key":"ref_1","unstructured":"WHO (2000). The World Health Report 2000: Health Systems: Improving Performance, World Health Organization."},{"key":"ref_2","unstructured":"Labarthe, D.R. (2010). Epidemiology and Prevention of Cardiovascular Diseases: A Global Challenge, Jones & Bartlett Publishers."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"350","DOI":"10.1038\/nrcardio.2015.34","article-title":"The Mobile Revolution\u2014Using Smartphone Apps to Prevent Cardiovascular Disease","volume":"12","author":"Neubeck","year":"2015","journal-title":"Nat. Rev. Cardiol."},{"key":"ref_4","unstructured":"(2022, May 15). Cardiovascular Diseases. Available online: https:\/\/www.who.int\/health-topics\/cardiovascular-diseases."},{"key":"ref_5","unstructured":"Galka, M. (2022, June 05). Watch How Fast the World Became Obese. Metrocosm. Available online: http:\/\/metrocosm.com\/map-world-obesity\/."},{"key":"ref_6","unstructured":"(2022, May 03). Heart Disease\u2014Symptoms and Causes. Available online: https:\/\/www.mayoclinic.org\/diseases-conditions\/heart-disease\/symptoms-causes\/syc-20353118."},{"key":"ref_7","first-page":"e984","article-title":"Obesity and Cardiovascular Disease: A Scientific Statement From the American Heart Association","volume":"143","author":"Poirier","year":"2021","journal-title":"Circulation"},{"key":"ref_8","unstructured":"(2022, May 03). Cardiovascular Disease Worldwide, 1990\u20132013. Available online: https:\/\/www.healthdata.org\/infographic\/cardiovascular-disease-worldwide-1990-2013."},{"key":"ref_9","unstructured":"Mol, A. (2008). The Logic of Care: Health and the Problem of Patient Choice, Routledge."},{"key":"ref_10","unstructured":"(2022, May 03). Healthcare Apps Available Google Play. Available online: https:\/\/www.statista.com\/statistics\/779919\/health-apps-available-google-play-worldwide\/."},{"key":"ref_11","doi-asserted-by":"crossref","unstructured":"Singh, P., Singh, A., Naik, V., and Lal, S. (2012, January 12). CVDMagic: A Mobile Based Study for CVD Risk Detection in Rural India. Proceedings of the Fifth International Conference on Information and Communication Technologies and Development, Association for Computing Machinery, New York, NY, USA.","DOI":"10.1145\/2160673.2160716"},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"639","DOI":"10.1016\/j.pcad.2016.03.002","article-title":"Mobile Phone Interventions for the Secondary Prevention of Cardiovascular Disease","volume":"58","author":"Park","year":"2016","journal-title":"Prog. Cardiovasc. Dis."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"469","DOI":"10.1016\/j.mayocp.2014.12.026","article-title":"Digital Health Interventions for the Prevention of Cardiovascular Disease: A Systematic Review and Meta-Analysis","volume":"90","author":"Widmer","year":"2015","journal-title":"Mayo Clin. Proc."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"384","DOI":"10.1016\/j.procs.2015.08.357","article-title":"M4CVD: Mobile Machine Learning Model for Monitoring Cardiovascular Disease","volume":"63","author":"Boursalie","year":"2015","journal-title":"Procedia Comput. Sci."},{"key":"ref_15","doi-asserted-by":"crossref","unstructured":"Sufi, F., Khalil, I., and Tari, Z. (September, January 31). A Cardiod Based Technique to Identify Cardiovascular Diseases Using Mobile Phones and Body Sensors. Proceedings of the 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology, Buenos Aires, Argentina.","DOI":"10.1109\/IEMBS.2010.5626578"},{"key":"ref_16","first-page":"CD012675","article-title":"Mobile Phone-based Interventions for Improving Adherence to Medication Prescribed for the Primary Prevention of Cardiovascular Disease in Adults","volume":"6","author":"Palmer","year":"2018","journal-title":"Cochrane Database Syst. Rev."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"584","DOI":"10.1016\/j.pcad.2016.02.007","article-title":"The Wild Wild West: A Framework to Integrate MHealth Software Applications and Wearables to Support Physical Activity Assessment, Counseling and Interventions for Cardiovascular Disease Risk Reduction","volume":"58","author":"Lobelo","year":"2016","journal-title":"Prog. Cardiovasc. Dis."},{"key":"ref_18","unstructured":"(2022, April 14). Blood Pressure Diary\u2014Apps No Google Play. Available online: https:\/\/play.google.com\/store\/apps\/details?id=com.measuresportsloop.bloodpressure&hl=pt&gl=PT."},{"key":"ref_19","unstructured":"(2022, April 20). Blood Pressure Record Diary\u2014Apps No Google Play. Available online: https:\/\/play.google.com\/store\/apps\/details?id=com.Ipmerial.bloodpressureRecorder&hl=pt&gl=PT."},{"key":"ref_20","unstructured":"(2022, April 20). Blood Pressure Tracker Bp Info\u2014Apps No Google Play. Available online: https:\/\/play.google.com\/store\/apps\/details?id=com.swa.bp.aswa&hl=pt&gl=PT."},{"key":"ref_21","unstructured":"(2022, June 12). HRV Camera ECG BLE\u2014Apps No Google Play. Available online: https:\/\/play.google.com\/store\/apps\/details?id=srb.ctb.pulse.heartrate.camera.ecg4everybody&hl=pt_PT&gl=US."},{"key":"ref_22","unstructured":"(2022, April 20). MDCalc Medical Calculator\u2014Apps No Google Play. Available online: https:\/\/play.google.com\/store\/apps\/details?id=com.mdaware.mdcalc&hl=pt&gl=PT."},{"key":"ref_23","unstructured":"(2022, April 20). Medocity Home Health: Patient Virtual Care\u2014Apps no Google Play. Available online: https:\/\/play.google.com\/store\/apps\/details?id=com.medocity.homehealth&hl=pt&gl=PT."},{"key":"ref_24","unstructured":"(2022, April 20). National Cardiac Centre\u2014Apps No Google Play. Available online: https:\/\/play.google.com\/store\/apps\/details?id=org.prixa.ncc&hl=pt&gl=PT."},{"key":"ref_25","unstructured":"(2022, June 12). TruMonitor\u2014TruVent\u2014Simulated Patient Monitor\u2014Apps no Google Play. Available online: https:\/\/play.google.com\/store\/apps\/details?id=com.trucorp.trumonitor&hl=pt_PT&gl=US."},{"key":"ref_26","unstructured":"(2022, June 12). Unique Heart Rate Tracker\u2014Apps No Google Play. Available online: https:\/\/play.google.com\/store\/apps\/details?id=com.skyfireapps.heartratemonitor&hl=pt_PT&gl=US."},{"key":"ref_27","unstructured":"(2022, April 20). Wave: Health & Symptom Tracker\u2014Apps no Google Play. Available online: https:\/\/play.google.com\/store\/apps\/details?id=com.waveapp.android&hl=pt&gl=PT."},{"key":"ref_28","unstructured":"(2022, June 12). Cardi\u00f3grafo\u2014Cardiograph\u2014Apps No Google Play. Available online: https:\/\/play.google.com\/store\/apps\/details?id=com.macropinch.hydra.android&hl=pt_PT&gl=US."},{"key":"ref_29","unstructured":"(2022, April 20). da linha card\u00edaca e di\u00e1rio\u2014Apps No Google Play. Available online: https:\/\/play.google.com\/store\/apps\/details?id=com.seeyouapps.bloodpressurheartline&hl=pt&gl=PT."},{"key":"ref_30","unstructured":"(2022, June 12). CardioSmart Heart Explorer\u2014Apps No Google Play. Available online: https:\/\/play.google.com\/store\/apps\/details?id=org.acc.csexplorer&hl=pt_PT&gl=US."},{"key":"ref_31","unstructured":"(2022, April 20). Health-PIE Digital Nurse\u2014Apps No Google Play. Available online: https:\/\/play.google.com\/store\/apps\/details?id=com.mtatva.healthpie&hl=pt&gl=PT."},{"key":"ref_32","doi-asserted-by":"crossref","unstructured":"Mejia, J., Mu\u00f1oz, M., Rocha, \u00c1., Pe\u00f1a, A., and P\u00e9rez-Cisneros, M. (2019). Identification of UIDPs for Developing Medical Apps. Proceedings of the Trends and Applications in Software Engineering, Guadalajara, Mexico, 17\u201319 October 2018, Springer International Publishing.","DOI":"10.1007\/978-3-030-01171-0"},{"key":"ref_33","doi-asserted-by":"crossref","unstructured":"Pires, I.M., Marques, G., Garcia, N.M., Fl\u00f3rez-Revuelta, F., Ponciano, V., and Oniani, S. (2020). A Research on the Classification and Applicability of the Mobile Health Applications. J. Pers. Med., 10.","DOI":"10.3390\/jpm10010011"},{"key":"ref_34","doi-asserted-by":"crossref","unstructured":"Garc\u00eda-Alonso, J., and Fonseca, C. (2022). Gerontechnology IV: Contributions to the Fourth International Workshop on Gerontechnology, IWoG 2021, \u00c9vora, Portugal, 23\u201324 November 2021, Springer Nature.","DOI":"10.1007\/978-3-030-97524-1"}],"container-title":["Electronics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2079-9292\/11\/12\/1881\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T23:32:04Z","timestamp":1760139124000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2079-9292\/11\/12\/1881"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,15]]},"references-count":34,"journal-issue":{"issue":"12","published-online":{"date-parts":[[2022,6]]}},"alternative-id":["electronics11121881"],"URL":"https:\/\/doi.org\/10.3390\/electronics11121881","relation":{},"ISSN":["2079-9292"],"issn-type":[{"type":"electronic","value":"2079-9292"}],"subject":[],"published":{"date-parts":[[2022,6,15]]}}}