This paper is in the following e-collection/theme issue:

Wearable Devices and Sensors (825) Electronic Health Records (971) Fitness Trackers and Smart Pedometers/Accelerometers (543)
Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/12861, first published .
Wearable Health Technology and Electronic Health Record Integration: Scoping Review and Future Directions

Wearable Health Technology and Electronic Health Record Integration: Scoping Review and Future Directions

Wearable Health Technology and Electronic Health Record Integration: Scoping Review and Future Directions

Authors of this article:

Catherine Dinh-Le1 Author Orcid Image ;   Rachel Chuang2 Author Orcid Image ;   Sara Chokshi1 Author Orcid Image ;   Devin Mann1 Author Orcid Image
Article Authors Cited by (179) Tweetations (20) Metrics

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  1. Adans-Dester C, Bamberg S, Bertacchi F, Caulfield B, Chappie K, Demarchi D, Erb M, Estrada J, Fabara E, Freni M, Friedl K, Ghaffari R, Gill G, Greenberg M, Hoyt R, Jovanov E, Kanzler C, Katabi D, Kernan M, Kigin C, Lee S, Leonhardt S, Lovell N, Mantilla J, McCoy T, Luo N, Miller G, Moore J, O'Keeffe D, Palmer J, Parisi F, Patel S, Po J, Pugliese B, Quatieri T, Rahman T, Ramasarma N, Rogers J, Ruiz-Esparza G, Sapienza S, Schiurring G, Schwamm L, Shafiee H, Kelly Silacci S, Sims N, Talkar T, Tharion W, Toombs J, Uschnig C, Vergara-Diaz G, Wacnik P, Wang M, Welch J, Williamson L, Zafonte R, Zai A, Zhang Y, Tearney G, Ahmad R, Walt D, Bonato P. Can mHealth Technology Help Mitigate the Effects of the COVID-19 Pandemic?. IEEE Open Journal of Engineering in Medicine and Biology 2020;1:243 View
  2. Redeker N. Sensor technology for nursing research. Nursing Outlook 2020;68(6):711 View
  3. Xu H, Li P, Yang Z, Liu X, Wang Z, Yan W, He M, Chu W, She Y, Li Y, Cao D, Yan M, Zhang Z. Construction and Application of a Medical-Grade Wireless Monitoring System for Physiological Signals at General Wards. Journal of Medical Systems 2020;44(10) View
  4. Ding E, Marcus G, McManus D. Emerging Technologies for Identifying Atrial Fibrillation. Circulation Research 2020;127(1):128 View
  5. Friel C, Garber C. Who Uses Wearable Activity Trackers and Why? A Comparison of Former and Current Users in the United States. American Journal of Health Promotion 2020;34(7):762 View
  6. Lustgarten J, Zehnder A, Shipman W, Gancher E, Webb T. Veterinary informatics: forging the future between veterinary medicine, human medicine, and One Health initiatives—a joint paper by the Association for Veterinary Informatics (AVI) and the CTSA One Health Alliance (COHA). JAMIA Open 2020;3(2):306 View
  7. Young S. The Adaptive Behavioral Components (ABC) Model for Planning Longitudinal Behavioral Technology-Based Health Interventions: A Theoretical Framework. Journal of Medical Internet Research 2020;22(6):e15563 View
  8. Solomon D, Rudin R. Digital health technologies: opportunities and challenges in rheumatology. Nature Reviews Rheumatology 2020;16(9):525 View
  9. Wang C, Chang C. Enhanced output performance and stability of triboelectric nanogenerators by employing silane-based self-assembled monolayers. Journal of Materials Chemistry C 2020;8(13):4542 View
  10. Jacquemard T, Doherty C, Fitzsimons M. Examination and diagnosis of electronic patient records and their associated ethics: a scoping literature review. BMC Medical Ethics 2020;21(1) View
  11. Lin H, Sardana M, Zhang Y, Liu C, Trinquart L, Benjamin E, Manders E, Fusco K, Kornej J, Hammond M, Spartano N, Pathiravasan C, Kheterpal V, Nowak C, Borrelli B, Murabito J, McManus D. Association of Habitual Physical Activity With Cardiovascular Disease Risk. Circulation Research 2020;127(10):1253 View
  12. Haga S. Toward digital-based interventions for medication adherence and safety. Expert Opinion on Drug Safety 2020;19(6):735 View
  13. Espinoza J, Shah P, Raymond J. Integrating Continuous Glucose Monitor Data Directly into the Electronic Health Record: Proof of Concept. Diabetes Technology & Therapeutics 2020;22(8):570 View
  14. Ho D, Quake S, McCabe E, Chng W, Chow E, Ding X, Gelb B, Ginsburg G, Hassenstab J, Ho C, Mobley W, Nolan G, Rosen S, Tan P, Yen Y, Zarrinpar A. Enabling Technologies for Personalized and Precision Medicine. Trends in Biotechnology 2020;38(5):497 View
  15. Gandrup J, Ali S, McBeth J, van der Veer S, Dixon W. Remote symptom monitoring integrated into electronic health records: A systematic review. Journal of the American Medical Informatics Association 2020;27(11):1752 View
  16. Hamady C, Pellechia K, Atkinson B, Solomon S, Wootton A, Evanchak S, Gradl B, Papoutsakis C. 2019 Nutrition Informatics Survey: Results and Future Directions. Journal of the Academy of Nutrition and Dietetics 2021;121(11):2301 View
  17. Lee A, Kim I, Lee E. Developing a Transnational Health Record Framework with Level-Specific Interoperability Guidelines Based on a Related Literature Review. Healthcare 2021;9(1):67 View
  18. Li C, Lin S, Chib A. The state of wearable health technologies: a transdisciplinary literature review. Mobile Media & Communication 2021;9(2):353 View
  19. Hilty D, Armstrong C, Edwards-Stewart A, Gentry M, Luxton D, Krupinski E. Sensor, Wearable, and Remote Patient Monitoring Competencies for Clinical Care and Training: Scoping Review. Journal of Technology in Behavioral Science 2021;6(2):252 View
  20. Lewinter K, Hudson S, Kysh L, Lara M, Betz C, Espinoza J. Reconsidering reviews: the role of scoping reviews in digital medicine and pediatrics. npj Digital Medicine 2020;3(1) View
  21. Taylor W, Abbasi Q, Dashtipour K, Ansari S, Shah S, Khalid A, Imran M. A Review of the State of the Art in Non-Contact Sensing for COVID-19. Sensors 2020;20(19):5665 View
  22. Leopold J, Davis R, Antman E. Data from Digital Health Devices Informs Ideal Cardiovascular Health. Journal of Personalized Medicine 2021;11(3):189 View
  23. Jacquemard T, Doherty C, Fitzsimons M. The anatomy of electronic patient record ethics: a framework to guide design, development, implementation, and use. BMC Medical Ethics 2021;22(1) View
  24. Cernian A, Tiganoaia B, Sacala I, Pavel A, Iftemi A. PatientDataChain: A Blockchain-Based Approach to Integrate Personal Health Records. Sensors 2020;20(22):6538 View
  25. Turner K, Jo A, Wei G, Tabriz A, Clary A, Jim H. Sharing patient-generated data with healthcare providers: findings from a 2019 national survey. Journal of the American Medical Informatics Association 2021;28(2):371 View
  26. Alvarez S, Baller S, Walton A. Who Owns Your Health Data? Two Interventions Addressing Data of Wearable Health Devices among Young Adults and Future Health Clinicians. Journal of Consumer Health on the Internet 2021;25(1):35 View
  27. Hilty D, Armstrong C, Luxton D, Gentry M, Krupinski E. A Scoping Review of Sensors, Wearables, and Remote Monitoring For Behavioral Health: Uses, Outcomes, Clinical Competencies, and Research Directions. Journal of Technology in Behavioral Science 2021;6(2):278 View
  28. Bent B, Sim I, Dunn J. Digital Medicine Community Perspectives and Challenges: Survey Study. JMIR mHealth and uHealth 2021;9(2):e24570 View
  29. Jensen M, Treskes R, Caiani E, Casado-Arroyo R, Cowie M, Dilaveris P, Duncker D, Di Rienzo M, Frederix I, De Groot N, Kolh P, Kemps H, Mamas M, McGreavy P, Neubeck L, Parati G, Platonov P, Schmidt-Trucksäss A, Schuuring M, Simova I, Svennberg E, Verstrael A, Lumens J. ESC working group on e-cardiology position paper: use of commercially available wearable technology for heart rate and activity tracking in primary and secondary cardiovascular prevention—in collaboration with the European Heart Rhythm Association, European Association of Preventive Cardiology, Association of Cardiovascular Nursing and Allied Professionals, Patient Forum, and the Digital Health Committee. European Heart Journal - Digital Health 2021;2(1):49 View
  30. Oldroyd R, Hobbs M, Campbell M, Jenneson V, Marek L, Morris M, Pontin F, Sturley C, Tomintz M, Wiki J, Birkin M, Kingham S, Wilson M. Progress Towards Using Linked Population-Based Data For Geohealth Research: Comparisons Of Aotearoa New Zealand And The United Kingdom. Applied Spatial Analysis and Policy 2021;14(4):1025 View
  31. Groenendaal W, Lee S, van Hoof C. Wearable Bioimpedance Monitoring: Viewpoint for Application in Chronic Conditions. JMIR Biomedical Engineering 2021;6(2):e22911 View
  32. Hartl D, de Luca V, Kostikova A, Laramie J, Kennedy S, Ferrero E, Siegel R, Fink M, Ahmed S, Millholland J, Schuhmacher A, Hinder M, Piali L, Roth A. Translational precision medicine: an industry perspective. Journal of Translational Medicine 2021;19(1) View
  33. Mago A, Aggarwal V, Gupta L. Telerheumatology and its interplay with patient-initiated care. Rheumatology International 2021;41(10):1883 View
  34. Nnaji C, Awolusi I. Critical success factors influencing wearable sensing device implementation in AEC industry. Technology in Society 2021;66:101636 View
  35. Glöggler M, Ammenwerth E. Development and Validation of a Useful Taxonomy of Patient Portals Based on Characteristics of Patient Engagement. Methods of Information in Medicine 2021;60(S 01):e44 View
  36. Ghomrawi H, Holl J, Abdullah F. Telemedicine in Surgery—Beyond a Pandemic Adaptation. JAMA Surgery 2021;156(10):901 View
  37. Shah K, Tomljenovic-Berube A. A New Dimension of Health Care: The Benefits, Limitations and Implications of Virtual Medicine. Journal of Undergraduate Life Sciences 2021;15(1):10 View
  38. Kozik M, Isakadze N, Martin S. Mobile health in preventive cardiology: current status and future perspective. Current Opinion in Cardiology 2021;36(5):580 View
  39. Keogh A, Johnston W, Ashton M, Sett N, Mullan R, Donnelly S, Dorn J, Calvo F, Mac Namee B, Caulfield B. “It’s Not as Simple as Just Looking at One Chart”: A Qualitative Study Exploring Clinician’s Opinions on Various Visualisation Strategies to Represent Longitudinal Actigraphy Data. Digital Biomarkers 2020;4(Suppl. 1):87 View
  40. Mirzaei A, Aslani P, Schneider C. Healthcare data integration using machine learning: A case study evaluation with health information-seeking behavior databases. Research in Social and Administrative Pharmacy 2022;18(12):4144 View
  41. de-la-Fuente-Robles Y, Ricoy-Cano A, Albín-Rodríguez A, López-Ruiz J, Espinilla-Estévez M. Past, Present and Future of Research on Wearable Technologies for Healthcare: A Bibliometric Analysis Using Scopus. Sensors 2022;22(22):8599 View
  42. Moon K, Gombatto S, Phan K, Ozturk Y. Extraction of Lumbar Spine Motion Using a 3-IMU Wearable Cluster. Sensors 2022;23(1):182 View
  43. Devani R, Kirubakaran A, Molokhia M. Digital health RCT interventions for cardiovascular disease risk reduction: a systematic review and meta-analysis. Health and Technology 2022;12(4):687 View
  44. Kim S. A Systematic Review on Visualizations for Self-Generated Health Data for Daily Activities. International Journal of Environmental Research and Public Health 2022;19(18):11166 View
  45. Tseng C, Chen R, Tsai S, Wu T, Tsaur W, Chiu H, Yang C, Lo Y. Exploring the COVID-19 Pandemic as a Catalyst for Behavior Change Among Patient Health Record App Users in Taiwan: Development and Usability Study. Journal of Medical Internet Research 2022;24(1):e33399 View
  46. Choi J, Jeon S, Kim H, Ha J, Jeon G, Lee J, Cho S. Health-Related Indicators Measured Using Earable Devices: Systematic Review. JMIR mHealth and uHealth 2022;10(11):e36696 View
  47. Brandes A, Stavrakis S, Freedman B, Antoniou S, Boriani G, Camm A, Chow C, Ding E, Engdahl J, Gibson M, Golovchiner G, Glotzer T, Guo Y, Healey J, Hills M, Johnson L, Lip G, Lobban T, Macfarlane P, Marcus G, McManus D, Neubeck L, Orchard J, Perez M, Schnabel R, Smyth B, Steinhubl S, Turakhia M. Consumer-Led Screening for Atrial Fibrillation: Frontier Review of the AF-SCREEN International Collaboration. Circulation 2022;146(19):1461 View
  48. Elnakib S, Vecino-Ortiz A, Gibson D, Agarwal S, Trujillo A, Zhu Y, Labrique A. A Novel Score for mHealth Apps to Predict and Prevent Mortality: Further Validation and Adaptation to the US Population Using the US National Health and Nutrition Examination Survey Data Set. Journal of Medical Internet Research 2022;24(6):e36787 View
  49. Buckholz A, Rosenblatt R. Remote monitoring of cognition in cirrhosis and encephalopathy: future opportunity and challenge. Metabolic Brain Disease 2023;38(5):1737 View
  50. Cheng A. Spatial Concentration of Health Industry under COVID-19. International Journal of Environmental Research and Public Health 2023;20(5):4444 View
  51. Giovannini I, Bosch P, Dejaco C, De Marco G, McGonagle D, Quartuccio L, De Vita S, Errichetti E, Zabotti A. The Digital Way to Intercept Psoriatic Arthritis. Frontiers in Medicine 2021;8 View
  52. Kokorelias K, Nelson M, Tang T, Steele Gray C, Ellen M, Plett D, Jarach C, Xin Nie J, Thavorn K, Singh H. Inclusion of Older Adults in Digital Health Technologies to Support Hospital-to-Home Transitions: Secondary Analysis of a Rapid Review and Equity-Informed Recommendations. JMIR Aging 2022;5(2):e35925 View
  53. Boyer P, Donia J, Whyne C, Burns D, Shaw J. Regulatory regimes and procedural values for health-related motion data in the United States and Canada. Health Policy and Technology 2022;11(3):100648 View
  54. Esposito S, Orlandi S, Magnacca S, De Curtis A, Gialluisi A, Iacoviello L. Clinical Network for Big Data and Personalized Health: Study Protocol and Preliminary Results. International Journal of Environmental Research and Public Health 2022;19(11):6365 View
  55. Ekvall Hansson E, Fänge A, Rogmark C. Assessing the Outcome of Rehabilitation after Hip Fracture with a Wearable Device—A Study Protocol for a Randomized Control Trial in Community Healthcare. International Journal of Environmental Research and Public Health 2021;18(19):10165 View
  56. de Vries B. Should Autists Have Cultural Rights?. Human Rights Review 2022;23(2):205 View
  57. Perez L, Peet E, Vegetabile B, Shih R. Big Data Needs and Challenges to Advance Research on Racial and Ethnic Inequities in Maternal and Child Health. Women's Health Issues 2022;32(2):90 View
  58. Nazir T, Mushhood Ur Rehman M, Asghar M, Kalia J. Artificial intelligence assisted acute patient journey. Frontiers in Artificial Intelligence 2022;5 View
  59. Prasad S, Arunachalam S, Boillat T, Ghoneima A, Gandedkar N, Diar-Bakirly S. Wearable Orofacial Technology and Orthodontics. Dentistry Journal 2023;11(1):24 View
  60. Auwerx C, Sadler M, Reymond A, Kutalik Z. From pharmacogenetics to pharmaco-omics: Milestones and future directions. Human Genetics and Genomics Advances 2022;3(2):100100 View
  61. Arbabi M, Lal C, Veeraragavan N, Marijan D, Nygård J, Vitenberg R. A Survey on Blockchain for Healthcare: Challenges, Benefits, and Future Directions. IEEE Communications Surveys & Tutorials 2023;25(1):386 View
  62. Weermeijer J, Kiekens G, Wampers M, Kuppens P, Myin-Germeys I. Practitioner perspectives on the use of the experience sampling software in counseling and clinical psychology. Behaviour & Information Technology 2024;43(3):540 View
  63. De Corte T, Van Hoecke S, De Waele J. Artificial Intelligence in Infection Management in the ICU. Critical Care 2022;26(1) View
  64. Randine P, Sharma A, Hartvigsen G, Johansen H, Årsand E. Information and communication technology-based interventions for chronic diseases consultation: Scoping review. International Journal of Medical Informatics 2022;163:104784 View
  65. Palos G, Suarez-Almazor M. Launching an Electronic Patient-Reported Outcomes Initiative in Real-Time Clinical Practice. JNCI Monographs 2021;2021(57):23 View
  66. Simon E, Edwards A, Sajatovic M, Jain N, Montoya J, Levin J. Systematic Literature Review of Text Messaging Interventions to Promote Medication Adherence Among People With Serious Mental Illness. Psychiatric Services 2022;73(10):1153 View
  67. Carrillo G, Cohen-Wolkowiez M, D’Agostino E, Marsolo K, Wruck L, Johnson L, Topping J, Richmond A, Corbie G, Kibbe W. Standardizing, harmonizing, and protecting data collection to broaden the impact of COVID-19 research: the rapid acceleration of diagnostics-underserved populations (RADx-UP) initiative. Journal of the American Medical Informatics Association 2022;29(9):1480 View
  68. Espinoza J, Xu N, Nguyen K, Klonoff D. The Need for Data Standards and Implementation Policies to Integrate CGM Data into the Electronic Health Record. Journal of Diabetes Science and Technology 2023;17(2):495 View
  69. Hughes A, Shandhi M, Master H, Dunn J, Brittain E. Wearable Devices in Cardiovascular Medicine. Circulation Research 2023;132(5):652 View
  70. Vilne B, Ķibilds J, Siksna I, Lazda I, Valciņa O, Krūmiņa A. Could Artificial Intelligence/Machine Learning and Inclusion of Diet-Gut Microbiome Interactions Improve Disease Risk Prediction? Case Study: Coronary Artery Disease. Frontiers in Microbiology 2022;13 View
  71. Faro J, Yue K, Singh A, Soni A, Ding E, Shi Q, McManus D. Wearable device use and technology preferences in cancer survivors with or at risk for atrial fibrillation. Cardiovascular Digital Health Journal 2022;3(6):S23 View
  72. Richardson S, Lawrence K, Schoenthaler A, Mann D. A framework for digital health equity. npj Digital Medicine 2022;5(1) View
  73. Turner K, Bobonis Babilonia M, Naso C, Nguyen O, Gonzalez B, Oswald L, Robinson E, Elston Lafata J, Ferguson R, Alishahi Tabriz A, Patel K, Hallanger-Johnson J, Aldawoodi N, Hong Y, Jim H, Spiess P. Health Care Providers’ and Professionals’ Experiences With Telehealth Oncology Implementation During the COVID-19 Pandemic: A Qualitative Study. Journal of Medical Internet Research 2022;24(1):e29635 View
  74. Somani S, Yu K, Chiu A, Sykes K, Villwock J. Consumer Wearables for Patient Monitoring in Otolaryngology: A State of the Art Review. Otolaryngology–Head and Neck Surgery 2022;167(4):620 View
  75. Luo X, Wu Y, Niu L, Huang L. Bibliometric Analysis of Health Technology Research: 1990~2020. International Journal of Environmental Research and Public Health 2022;19(15):9044 View
  76. Cohen A, Stump L, Krumholz H, Cartiera M, Jain S, Scott Sussman L, Hsiao A, Lindop W, Ying A, Kaul R, Balcezak T, Tereffe W, Comerford M, Jacoby D, Navai N. Aligning mission to digital health strategy in academic medical centers. npj Digital Medicine 2022;5(1) View
  77. Jagannath S, Mikhael J, Nadeem O, Raje N. Digital Health for Patients With Multiple Myeloma: An Unmet Need. JCO Clinical Cancer Informatics 2021;(5):1096 View
  78. Servatius P, Hamm L, Loder A, Bogenberger K. Conceptualizing an individual full-trip tradable credit scheme for multi-modal demand and supply management: The MobilityCoin System. Frontiers in Future Transportation 2022;3 View
  79. Zeng B, Bove R, Carini S, Lee J, Pollak J, Schleimer E, Sim I. Standardized Integration of Person-Generated Data Into Routine Clinical Care. JMIR mHealth and uHealth 2022;10(2):e31048 View
  80. Osipov A, Patseev A, Patseev S. Analysis Algorithm of Biomedical Signals in Remote Monitoring Systems of Human Health. Doklady BGUIR 2023;21(1):5 View
  81. Mahmood A, Kim H, Kedia S, Dillon P. Wearable Activity Tracker Use and Physical Activity Among Informal Caregivers in the United States: Quantitative Study. JMIR mHealth and uHealth 2022;10(11):e40391 View
  82. Morales-Vizcarra E, Del-Valle-Soto C, Visconti P, Cortes-Chavez F. Analysis and Correlation between a Non-Invasive Sensor Network System in the Room and the Improvement of Sleep Quality. Future Internet 2022;14(10):270 View
  83. Gouda P, Ezekowitz J. Harnessing Electronic Medical Records in Cardiovascular Clinical Practice and Research. Journal of Cardiovascular Translational Research 2023;16(3):546 View
  84. Chokshi S, Tologonova G, Calixte R, Yadav V, Razvi N, Lazar J, Kachnowski S. Comparison Between QT and Corrected QT Interval Assessment by an Apple Watch With the AccurBeat Platform and by a 12‑Lead Electrocardiogram With Manual Annotation: Prospective Observational Study. JMIR Formative Research 2022;6(9):e41241 View
  85. Bailey D. Emerging Technologies at Work: Policy Ideas to Address Negative Consequences for Work, Workers, and Society. ILR Review 2022;75(3):527 View
  86. Chen W, Wang Z, Wang L, Chen X. Smart Chemical Engineering‐Based Lightweight and Miniaturized Attachable Systems for Advanced Drug Delivery and Diagnostics. Advanced Materials 2022;34(6) View
  87. Seneviratne M, Connolly S, Martin S, Parakh K. Grains of Sand to Clinical Pearls: Realizing the Potential of Wearable Data. The American Journal of Medicine 2023;136(2):136 View
  88. Muhsen I, Rasheed O, Habib E, Alsaad R, Maghrabi M, Rahman M, Sicker D, Wood W, Beg M, Sung A, Hashmi S. Current status and future perspectives on the Internet of Things in oncology. Hematology/Oncology and Stem Cell Therapy 2021 View
  89. Li Y, Guo Y, Hong Y, Zeng Y, Monroe-Wise A, Zeng C, Zhu M, Zhang H, Qiao J, Xu Z, Cai W, Li L, Liu C. Dose–Response Effects of Patient Engagement on Health Outcomes in an mHealth Intervention: Secondary Analysis of a Randomized Controlled Trial. JMIR mHealth and uHealth 2022;10(1):e25586 View
  90. Chalupsky M, Craddock K, Schivo M, Kuhn B. Remote Patient Monitoring in the Management of Chronic Obstructive Pulmonary Disease. Journal of Investigative Medicine 2022;70(8):1681 View
  91. Abdelhamid M. Fitness Tracker Information and Privacy Management: Empirical Study. Journal of Medical Internet Research 2021;23(11):e23059 View
  92. Vermeulen E, Grobbelaar S. The structure and information spread capability of the network formed by integrated fitness apps. Information Technology & People 2022;35(8):311 View
  93. Wang K, Muennig P. Realizing the promise of big data: how Taiwan can help the world reduce medical errors and advance precision medicine. Applied Computing and Informatics 2022 View
  94. Shapiro B, Forger D. Reducing chronic disease may just be a walk in the park. Cell Reports Medicine 2022;3(12):100874 View
  95. Maddula R, MacLeod J, Painter S, McLeish T, Steward A, Rossman A, Hamid A, Ashwath M, Martinez H, Guha A, Patel B, Addison D, Blaes A, Choudhuri I, Brown S. Connected Health Innovation Research Program (C.H.I.R.P.): A bridge for digital health and wellness in cardiology and oncology. American Heart Journal Plus: Cardiology Research and Practice 2022;20:100192 View
  96. Murphy A, Low C. Another step (count) towards leveraging mobile health data for clinical prediction. The Lancet Digital Health 2021;3(11):e687 View
  97. Bajaj R, Meiring R, Beltran F. Co-Design, Development, and Evaluation of a Health Monitoring Tool Using Smartwatch Data: A Proof-of-Concept Study. Future Internet 2023;15(3):111 View
  98. Bovens D, van Baarle E, Molewijk B. Personal health monitoring in the armed forces – scouting the ethical dimension. BMC Medical Ethics 2023;24(1) View
  99. Kasoju N, Remya N, Sasi R, Sujesh S, Soman B, Kesavadas C, Muraleedharan C, Varma P, Behari S. Digital health: trends, opportunities and challenges in medical devices, pharma and bio-technology. CSI Transactions on ICT 2023;11(1):11 View
  100. Noureldin M, Newman K, Higgins P, Piette J, Resnicow K, Louissaint J, Kenney B, Berinstein J, Waljee A, Zhu J, Cohen-Mekelburg S. Profiles of Web-based Portal Users with Inflammatory Bowel Disease. Inflammatory Bowel Diseases 2024;30(1):83 View
  101. Moreira A, Quintas C, Guimarães T, Santos M. Multichannel Mobile Companions for Personalized Healthcare Opportunities and Challenges. Procedia Computer Science 2023;220:838 View
  102. Gupta N, Kasula V, Sanmugananthan P, Panico N, Dubin A, Sykes D, D'Amico R. SmartWear body sensors for neurological and neurosurgical patients: A review of current and future technologies. World Neurosurgery: X 2024;21:100247 View
  103. Nashwan A, Hani S. Transforming cancer clinical trials: The integral role of artificial intelligence in electronic health records for efficient patient recruitment. Contemporary Clinical Trials Communications 2023;36:101223 View
  104. Onyekwere A, Okobi O, Ifiora F, Akinboro M, Akueme N, Iroro J, Dan-Eleberi A, Onyeaka F, Ghansah A. Association Between Wearable Device Use and Levels of Physical Activity Among Older Adults in the US: Evidence From the 2019-2020 Health Information National Trends Survey. Cureus 2023 View
  105. Buchholz S, Mowbray F, Allman G, Verboncoeur J, Beam L, Small L. Wearable Devices and Nurses’ Health: Protocol for an Integrative Review. JMIR Research Protocols 2023;12:e48178 View
  106. Al-Sahab B, Leviton A, Loddenkemper T, Paneth N, Zhang B. Biases in Electronic Health Records Data for Generating Real-World Evidence: An Overview. Journal of Healthcare Informatics Research 2024;8(1):121 View
  107. Upreti K, Rao B, Israfil M, Bhatnagar S, Bhuwania S. Impact of Technological Changes on Health Insurance Adoption in Rural Area. Asia-Pacific Journal of Management Research and Innovation 2023 View
  108. Mitchell J, Shirota C, Clanchy K. Factors that influence the adoption of rehabilitation technologies: a multi-disciplinary qualitative exploration. Journal of NeuroEngineering and Rehabilitation 2023;20(1) View
  109. Rush K, Burton L, Seaton C, Loewen P, O'Connor B, Moroz L, Corman K, Smith M, Andrade J. Telehealth Satisfaction in Patients Receiving Virtual Atrial Fibrillation Care: Quantitative Exploratory Study. JMIR Human Factors 2023;10:e50232 View
  110. Torres-Robles A, Allison K, Poon S, Shaw M, Hutchings O, Britton W, Wilson A, Baysari M. Patient and Clinician Perceptions of the Pulse Oximeter in a Remote Monitoring Setting for COVID-19: Qualitative Study. Journal of Medical Internet Research 2023;25:e44540 View
  111. Hurvitz N, Ilan Y. The Constrained-Disorder Principle Assists in Overcoming Significant Challenges in Digital Health: Moving from “Nice to Have” to Mandatory Systems. Clinics and Practice 2023;13(4):994 View
  112. Seesaard T, Wongchoosuk C. Fabric-based piezoresistive Ti3AlC2/PEDOT:PSS force sensor for wearable E-textile applications. Organic Electronics 2023;122:106894 View
  113. Min K. Scoping Review of Machine Learning and Deep Learning Algorithm Applications in Veterinary Clinics: Situation Analysis and Suggestions for Further Studies. Journal of Veterinary Clinics 2023;40(4):243 View
  114. Elkefi S. Access and usage of mobile health (mHealth) for communication, health monitoring, and decision-making among patients with multiple chronic diseases (comorbidities). IISE Transactions on Healthcare Systems Engineering 2023:1 View
  115. Nghiem J, Adler D, Estrin D, Livesey C, Choudhury T. Understanding Mental Health Clinicians’ Perceptions and Concerns Regarding Using Passive Patient-Generated Health Data for Clinical Decision-Making: Qualitative Semistructured Interview Study. JMIR Formative Research 2023;7:e47380 View
  116. Krumb E, Vanlangendonck N, Lambert C, Lobet S, Van Damme A, Hermans C. Building a haemophilia‐specific navigator in Epic® Electronic Health Records: Single‐centre preliminary experience. Haemophilia 2023;29(5):1219 View
  117. Bland M, Holleran C, Newman C, Fahey M, Nordahl T, DeAngelis T, Ellis T, Reisman D, Earhart G, Lang C. ICF classification of therapeutic goals for outpatient episodes of neurorehabilitation in post-stroke and Parkinson disease. Disability and Rehabilitation 2023:1 View
  118. Wang W, Khalajzadeh H, Grundy J, Madugalla A, McIntosh J, Obie H. Adaptive user interfaces in systems targeting chronic disease: a systematic literature review. User Modeling and User-Adapted Interaction 2023 View
  119. Tamura Y, Nomura A, Kagiyama N, Mizuno A, Node K. Digitalomics, digital intervention, and designing future: The next frontier in cardiology. Journal of Cardiology 2024;83(5):318 View
  120. Machorro-Cano I, Olmedo-Aguirre J, Alor-Hernández G, Rodríguez-Mazahua L, Sánchez-Morales L, Pérez-Castro N. Cloud-Based Platforms for Health Monitoring: A Review. Informatics 2023;11(1):2 View
  121. Merolli M, Ahmed O, McCreesh K, Remedios L, Butler-Henderson K. Are physiotherapists expected to be competent in digital health practice? Meta-synthesis of international physiotherapy practice competency standards. Physiotherapy Theory and Practice 2024:1 View
  122. Lonsdale M, Baxter M, Yao Q, Yu L, Chapman S. Testing the effectiveness of a supportive digital information tool for patients recovering from bowel surgery, their surgeons and nurses. Information Design Journal 2023;28(3):231 View
  123. Reddy K, Taksande A, Kurian B. Harnessing the Power of Mobile Phone Technology: Screening and Identifying Autism Spectrum Disorder With Smartphone Apps. Cureus 2024 View
  124. Narayan S, Wan E, Andrade J, Avari Silva J, Bhatia N, Deneke T, Deshmukh A, Chon K, Erickson L, Ghanbari H, Noseworthy P, Pathak R, Roelle L, Seiler A, Singh J, Srivatsa U, Trela A, Tsiperfal A, Varma N, Yousuf O. Visions for digital integrated cardiovascular care: HRS Digital Health Committee perspectives. Cardiovascular Digital Health Journal 2024;5(2):37 View
  125. Pandit J, Pawelek J, Leff B, Topol E. The hospital at home in the USA: current status and future prospects. npj Digital Medicine 2024;7(1) View
  126. Khatiwada P, Yang B, Lin J, Blobel B. Patient-Generated Health Data (PGHD): Understanding, Requirements, Challenges, and Existing Techniques for Data Security and Privacy. Journal of Personalized Medicine 2024;14(3):282 View
  127. Bouderhem R. Shaping the future of AI in healthcare through ethics and governance. Humanities and Social Sciences Communications 2024;11(1) View
  128. Cruz Júnior A, Dias E, Scoton M, Branco B. Health 4.0 in the medical sector: a narrative review. Revista da Associação Médica Brasileira 2024;70(1) View
  129. Swanson E. Technology entrepreneurship is more than one might think. Information and Organization 2024;34(2):100512 View
  130. Weimar S, Martjan R, Terzidis O. Conceptualizing the landscape of digital health entrepreneurship: a systematic review and research agenda. Management Review Quarterly 2024 View
  131. Carrera A, Lettieri E, Lietti G, Martignoni S, Sgarbossa C, Cafazzo J, Han J. Therapies go digital. What drives physicians’ acceptance?. PLOS ONE 2024;19(5):e0303302 View
  132. Tandon A, Avari Silva J, Bhatt A, Drummond C, Hill A, Paluch A, Waits S, Zablah J, Harris K. Advancing Wearable Biosensors for Congenital Heart Disease: Patient and Clinician Perspectives: A Science Advisory From the American Heart Association. Circulation 2024;149(19) View
  133. Tetteh P, Addy M, Acheampong A, Akomea-Frimpong I, Ayidana E, Ghansah F. Critical drivers for the adoption of wearable sensing technologies (WSTs) for construction safety monitoring in Ghana: a fuzzy synthetic analysis. Construction Innovation 2024 View
  134. Kim H, Son Y, Lee H, Kang J, Hammoodi A, Choi Y, Kim H, Lee H, Fond G, Boyer L, Kwon R, Woo S, Yon D. Machine Learning–Based Prediction of Suicidal Thinking in Adolescents by Derivation and Validation in 3 Independent Worldwide Cohorts: Algorithm Development and Validation Study. Journal of Medical Internet Research 2024;26:e55913 View
  135. Kervezee L, Dashti H, Pilz L, Skarke C, Ruben M, Forger D. Using routinely collected clinical data for circadian medicine: A review of opportunities and challenges. PLOS Digital Health 2024;3(5):e0000511 View
  136. McWilliams M, Quinn K, Lee L, Manzoor N, Coelho D. Reliability of Publicly Available Digital Endoscopes in Otolaryngology: A Pilot Study. Otology & Neurotology Open 2024;4(2):e055 View
  137. Miller A, Lang C, Bland M, Lohse K. Quantifying the effects of sleep on sensor-derived variables from upper limb accelerometry in people with and without upper limb impairment. Journal of NeuroEngineering and Rehabilitation 2024;21(1) View
  138. Guo L, Reddy K, Van Iseghem T, Pierce W. Enhancing data practices for Whole Health: Strategies for a transformative future. Learning Health Systems 2024;8(S1) View
  139. Govardanan C, Murugan R, Yenduri G, Gurrammagari D, Bhulakshmi D, Kandati D, Supriya Y, Gadekallu T, Rathore R, Jhaveri R. The Amalgamation of Federated Learning and Explainable Artificial Intelligence for the Internet of Medical Things: A Review. Recent Advances in Computer Science and Communications 2024;17(4) View
  140. Alzamaie R, Miraj S. Impact of Electronic Health Records on Patient Confidentiality, Measuring the Perception of Health Care Professionals in Eastern Saudi Arabia. Journal of Health Care and Research 2024;5(1):26 View
  141. Tziomaka M, Kallipolitis A, Menychtas A, Gallos P, Panagopoulos C, Vassiliou A, Jahaj E, Dimopoulou I, Kotanidou A, Maglogiannis I. Extracting Interpretable Knowledge from the Remote Monitoring of COVID-19 Patients. Machine Learning and Knowledge Extraction 2024;6(2):1323 View
  142. Ahmad E, Larson B, Banga A. Trusted Composition of Internet of Medical Things over Imperfect Networks. Future Internet 2024;16(7):230 View
  143. Hui R, Fan P, Aloweni F, Ang S. Wearable Devices for Vital Sign Monitoring in Hematology and Oncology Patients: An Integrative Review of Implementation Barriers and Detection Performance. American Medical Journal Oncology 2024:60 View
  144. Papalamprakopoulou Z, Stavropoulos D, Moustakidis S, Avgerinos D, Efremidis M, Kampaktsis P. Artificial intelligence-enabled atrial fibrillation detection using smartwatches: current status and future perspectives. Frontiers in Cardiovascular Medicine 2024;11 View
  145. Carter M, Linton S, Zeineddin S, Pitt J, De Boer C, Figueroa A, Gosain A, Lanning D, Lesher A, Islam S, Sathya C, Holl J, Ghomrawi H, Abdullah F. Consumer Wearables Data Impact Pediatric Surgery Clinicians’ Management: A Multi-Institutional Scenario-Based Remote Simulation Study (Preprint). JMIR Perioperative Medicine 2024 View

Books/Policy Documents

  1. Sherwani S, Bates B. Privacy Concerns Surrounding Personal Information Sharing on Health and Fitness Mobile Apps. View
  2. Ananth kumar T, Arun Samuel T, Praveen kumar P, Pavithra M, Raj Mohan R. Multimedia and Sensory Input for Augmented, Mixed, and Virtual Reality. View
  3. Radakovich N, Nazha A. Machine Learning in Cardiovascular Medicine. View
  4. Awotunde J, Adeniyi A, Ogundokun R, Ajamu G, Adebayo P. Enhanced Telemedicine and e-Health. View
  5. Coulby G, Young F. Digital Health. View
  6. Awotunde J, Jimoh R, Oladipo I, Abdulraheem M, Jimoh T, Ajamu G. Artificial Intelligence for COVID-19. View
  7. Martens H, van Eldik N, Pronk S. Professionaliteit in de zorg. View
  8. Sherwani S, Bates B. Research Anthology on Securing Medical Systems and Records. View
  9. Atienza-Maderuelo M, Collado P, Martin-Sanchez F. Health Information Science. View
  10. Espinoza J. Diabetes Digital Health and Telehealth. View
  11. Islam S, Ahmed M, Ahsan H, Lee Y. Cancer Biomarkers in Diagnosis and Therapeutics. View
  12. Awotunde J, Jimoh R, Ogundokun R, Misra S, Abikoye O. Artificial Intelligence for Cloud and Edge Computing. View
  13. De Corte T, Van Hoecke S, De Waele J. Annual Update in Intensive Care and Emergency Medicine 2022. View
  14. Yang A, Lebedoff S. Clinical Health Psychology in Military and Veteran Settings. View
  15. Saxena S, Godfrey T. Digital Innovation for Healthcare in COVID-19 Pandemic: Strategies and Solutions. View
  16. A. Sánchez-Margallo J, Castillo Rabazo J, Plaza de Miguel C, Gloor P, Durán Rey D, Ramón González-Portillo M, López Agudelo I, M. Sánchez-Margallo F. Advances in Minimally Invasive Surgery. View
  17. Castro M, Wang M. Chronic Illness Care. View
  18. Mehdi S, Rezazadeh J, Ampani R, Varghese B. Innovative Technologies in Intelligent Systems and Industrial Applications. View
  19. Sestino A, D’Angelo A. Personalized Medicine Meets Artificial Intelligence. View
  20. Soltero E, Szeszulski J, Knell G, Franklin E, Martino S. Managing Pediatric Obesity Using Advanced Therapies. View
  21. Richardson K, Burrell D. Using Crises and Disasters as Opportunities for Innovation and Improvement. View
  22. Monteleone R, Day A. FemTech. View
  23. Aziz R, Jawed F, Khan S, Sundus H. Medical Robotics and AI-Assisted Diagnostics for a High-Tech Healthcare Industry. View
  24. Zawada S, Paulson N, Paulson M, Maniaci M, Demaerschalk B. Digital Health Care outside of Traditional Clinical Settings. View
  25. Musa A, Abdulfatai A, Jacob S, Oluyemi D. Federated Learning for Digital Healthcare Systems. View
  26. Espinoza J. Diabetes Digital Health, Telehealth, and Artificial Intelligence. View