Explore our sister journals here.

Maintenance Notice

Due to necessary scheduled maintenance, the JMIR Publications website will be unavailable from Wednesday, July 01, 2020 at 8:00 PM to 10:00 PM EST. We apologize in advance for any inconvenience this may cause you.

Who will be affected?

Citing this Article

Right click to copy or hit: ctrl+c (cmd+c on mac)

Published on 21.11.16 in Vol 4, No 4 (2016): Oct-Dec

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

Works citing "Challenges and Opportunities of Big Data in Health Care: A Systematic Review"

Clemens Scott Kruse, Rishi Goswamy, Yesha Jayendrakumar Raval, Sarah Marawi

JMIR Med Inform 2016 (Nov 21); 4(4):e38 

According to Crossref, the following articles are citing this article (DOI 10.2196/medinform.5359):

(note that this is only a small subset of citations)

  1. Hopp WJ, Li J, Wang G. Big Data and the Precision Medicine Revolution. Production and Operations Management 2018;27(9):1647
    CrossRef
  2. Shetty V, Yamamoto J, Yale K. Re-architecting oral healthcare for the 21st century. Journal of Dentistry 2018;74:S10
    CrossRef
  3. Lee CK, Ha HJ, Oh SJ, Kim J, Lee JK, Kim H, Yoon SM, Kang S, Kim ES, Kim TO, Na S, Lee J, Kim S, Koo HS, Park BK, Lee HH, Kim ES, Park JJ, Kwak MS, Cha JM, Ye BD, Choi CH, Kim HJ. Nationwide validation study of diagnostic algorithms for inflammatory bowel disease in Korean National Health Insurance Service database. Journal of Gastroenterology and Hepatology 2020;35(5):760
    CrossRef
  4. Qadri YA, Nauman A, Zikria YB, Vasilakos AV, Kim SW. The Future of Healthcare Internet of Things: A Survey of Emerging Technologies. IEEE Communications Surveys & Tutorials 2020;22(2):1121
    CrossRef
  5. Pereira K, Goode V, Brysiewicz P. Using clinical data to effect practice change. International Emergency Nursing 2019;46:100809
    CrossRef
  6. Esmaeilzadeh P, Mirzaei T, Maddah M. The effects of data entry structure on patients’ perceptions of information quality in Health Information Exchange (HIE). International Journal of Medical Informatics 2020;135:104058
    CrossRef
  7. Cosco TD, Firth J, Vahia I, Sixsmith A, Torous J. Mobilizing mHealth Data Collection in Older Adults: Challenges and Opportunities. JMIR Aging 2019;2(1):e10019
    CrossRef
  8. Pisani AR, Kanuri N, Filbin B, Gallo C, Gould M, Lehmann LS, Levine R, Marcotte JE, Pascal B, Rousseau D, Turner S, Yen S, Ranney ML. Protecting User Privacy and Rights in Academic Data-Sharing Partnerships: Principles From a Pilot Program at Crisis Text Line. Journal of Medical Internet Research 2019;21(1):e11507
    CrossRef
  9. VanWagner LB, Kanwal F. Hepatology in a changing health care landscape: A call for health services research. Hepatology 2018;68(3):1154
    CrossRef
  10. Latif J, Xiao C, Tu S, Rehman SU, Imran A, Bilal A. Implementation and Use of Disease Diagnosis Systems for Electronic Medical Records Based on Machine Learning: A Complete Review. IEEE Access 2020;8:150489
    CrossRef
  11. Gaynor M, Tuttle-Newhall J, Parker J, Patel A, Tang C. Adoption of Blockchain in Health Care. Journal of Medical Internet Research 2020;22(9):e17423
    CrossRef
  12. Sharma A, Harrington RA, McClellan MB, Turakhia MP, Eapen ZJ, Steinhubl S, Mault JR, Majmudar MD, Roessig L, Chandross KJ, Green EM, Patel B, Hamer A, Olgin J, Rumsfeld JS, Roe MT, Peterson ED. Using Digital Health Technology to Better Generate Evidence and Deliver Evidence-Based Care. Journal of the American College of Cardiology 2018;71(23):2680
    CrossRef
  13. Spachos D, Siafis S, Bamidis P, Kouvelas D, Papazisis G. Combining big data search analytics and the FDA Adverse Event Reporting System database to detect a potential safety signal of mirtazapine abuse. Health Informatics Journal 2020;26(3):2265
    CrossRef
  14. Štufi M, Bačić B, Stoimenov L. Big Data Analytics and Processing Platform in Czech Republic Healthcare. Applied Sciences 2020;10(5):1705
    CrossRef
  15. Roth JA, Battegay M, Juchler F, Vogt JE, Widmer AF. Introduction to Machine Learning in Digital Healthcare Epidemiology. Infection Control & Hospital Epidemiology 2018;39(12):1457
    CrossRef
  16. Kannan V, Basit MA, Bajaj P, Carrington AR, Donahue IB, Flahaven EL, Medford R, Melaku T, Moran BA, Saldana LE, Willett DL, Youngblood JE, Toomay SM. User stories as lightweight requirements for agile clinical decision support development. Journal of the American Medical Informatics Association 2019;26(11):1344
    CrossRef
  17. . Big Data in Neonatal Health Care. Critical Care Nursing Clinics of North America 2018;30(4):481
    CrossRef
  18. Kaur P, Sharma M, Mittal M. Big Data and Machine Learning Based Secure Healthcare Framework. Procedia Computer Science 2018;132:1049
    CrossRef
  19. Schaarup C, Pape-Haugaard LB, Hejlesen OK. Models Used in Clinical Decision Support Systems Supporting Healthcare Professionals Treating Chronic Wounds: Systematic Literature Review. JMIR Diabetes 2018;3(2):e11
    CrossRef
  20. Noyes K, Myneni AA, Schwaitzberg SD, Hoffman AB. Quality of MBSAQIP data: bad luck, or lack of QA plan?. Surgical Endoscopy 2020;34(2):973
    CrossRef
  21. Wilfling D, Hinz A, Steinhäuser J. Big data analysis techniques to address polypharmacy in patients – a scoping review. BMC Family Practice 2020;21(1)
    CrossRef
  22. Cho G, Yim J, Choi Y, Ko J, Lee S. Review of Machine Learning Algorithms for Diagnosing Mental Illness. Psychiatry Investigation 2019;16(4):262
    CrossRef
  23. Waschkau A, Wilfling D, Steinhäuser J. Are big data analytics helpful in caring for multimorbid patients in general practice? - A scoping review. BMC Family Practice 2019;20(1)
    CrossRef
  24. . Disambiguating the benefits and risks from public health data in the digital economy. Big Data & Society 2020;7(1):205395172093392
    CrossRef
  25. Baseman J, Revere D, Painter I. Big Data in the Era of Health Information Exchanges: Challenges and Opportunities for Public Health. Informatics 2017;4(4):39
    CrossRef
  26. Targarona EM, Balla A, Batista G. Big data y cirugía: la revolución digital continúa. Cirugía Española 2018;96(5):247
    CrossRef
  27. Kariotis T, Ball MP, Greshake Tzovaras B, Dennis S, Sahama T, Johnston C, Almond H, Borda A. Emerging health data platforms: From individual control to collective data governance. Data & Policy 2020;2
    CrossRef
  28. Blighe K, DeDionisio L, Christie KA, Chawes B, Shareef S, Kakouli-Duarte T, Chao-Shern C, Harding V, Kelly RS, Castellano L, Stebbing J, Lasky-Su JA, Nesbit MA, Moore CBT. Gene editing in the context of an increasingly complex genome. BMC Genomics 2018;19(1)
    CrossRef
  29. Capó‐Lugo CE, Kho AN, O'Dwyer LC, Rosenman MB. Data Sharing and Data Registries in Physical Medicine and Rehabilitation. PM&R 2017;9(5S)
    CrossRef
  30. Tarricone R, Cucciniello M, Armeni P, Petracca F, Desouza KC, Hall LK, Keefe D. Mobile Health Divide Between Clinicians and Patients in Cancer Care: Results From a Cross-Sectional International Survey. JMIR mHealth and uHealth 2019;7(9):e13584
    CrossRef
  31. Textoris J, Taccone FS, Zafrani L, Guillon A, Gibot S, Uhel F, Azabou E, Monneret G, Pène F, de Prost N, Silva S. Data-driving methods: More than merely trendy buzzwords?. Annals of Intensive Care 2018;8(1)
    CrossRef
  32. . Hope, hype and harms of Big Data. Internal Medicine Journal 2019;49(1):126
    CrossRef
  33. Ola O, Sedig K. Discourse with Visual Health Data: Design of Human-Data Interaction. Multimodal Technologies and Interaction 2018;2(1):10
    CrossRef
  34. Shi J, Zhang J, Ge Y. CASMI—An Entropic Feature Selection Method in Turing’s Perspective. Entropy 2019;21(12):1179
    CrossRef
  35. Bissonnette L, Bergeron MG. Portable devices and mobile instruments for infectious diseases point-of-care testing. Expert Review of Molecular Diagnostics 2017;17(5):471
    CrossRef
  36. Ahsan M, Hon ST, Albarbar A. Development of Novel Big Data Analytics Framework for Smart Clothing. IEEE Access 2020;8:146376
    CrossRef
  37. van Hartskamp M, Consoli S, Verhaegh W, Petkovic M, van de Stolpe A. Artificial Intelligence in Clinical Health Care Applications: Viewpoint. Interactive Journal of Medical Research 2019;8(2):e12100
    CrossRef
  38. Hofer IS, Burns M, Kendale S, Wanderer JP. Realistically Integrating Machine Learning Into Clinical Practice: A Road Map of Opportunities, Challenges, and a Potential Future. Anesthesia & Analgesia 2020;130(5):1115
    CrossRef
  39. Fahr P, Buchanan J, Wordsworth S. A Review of the Challenges of Using Biomedical Big Data for Economic Evaluations of Precision Medicine. Applied Health Economics and Health Policy 2019;17(4):443
    CrossRef
  40. . Health Services Research. Journal of the American College of Cardiology 2017;69(17):2242
    CrossRef
  41. Caruso R, Micallo G, Cessa M, di Bari MTC, De Marzo D, Diamanti O, Magri M, Venanzetti B, Piredda A. Italian Association of Cancer Nurses (AIIAO) is moving forward within a complex and fast-changing scenario: Our current agenda takes shape. Journal of Cancer Policy 2018;15:15
    CrossRef
  42. Mirchev M, Mircheva I, Kerekovska A. The Academic Viewpoint on Patient Data Ownership in the Context of Big Data: Scoping Review. Journal of Medical Internet Research 2020;22(8):e22214
    CrossRef
  43. Panyard DJ, Ramly E, Dean SM, Bartels CM. Bridging clinical researcher perceptions and health IT realities: A case study of stakeholder creep. International Journal of Medical Informatics 2018;110:19
    CrossRef
  44. Kardas P, Aguilar-Palacio I, Almada M, Cahir C, Costa E, Giardini A, Malo S, Massot Mesquida M, Menditto E, Midão L, Parra-Calderón CL, Pepiol Salom E, Vrijens B. The Need to Develop Standard Measures of Patient Adherence for Big Data: Viewpoint. Journal of Medical Internet Research 2020;22(8):e18150
    CrossRef
  45. Qaffas AA, Hoque R, Almazmomi N. The Internet of Things and Big Data Analytics for Chronic Disease Monitoring in Saudi Arabia. Telemedicine and e-Health 2021;27(1):74
    CrossRef
  46. Panayides AS, Pattichis MS, Leandrou S, Pitris C, Constantinidou A, Pattichis CS. Radiogenomics for Precision Medicine With a Big Data Analytics Perspective. IEEE Journal of Biomedical and Health Informatics 2019;23(5):2063
    CrossRef
  47. Danchin A, Ouzounis C, Tokuyasu T, Zucker J. No wisdom in the crowd: genome annotation in the era of big data – current status and future prospects. Microbial Biotechnology 2018;11(4):588
    CrossRef
  48. Miah SJ, Gammack J, Hasan N. Methodologies for designing healthcare analytics solutions: A literature analysis. Health Informatics Journal 2020;26(4):2300
    CrossRef
  49. Pezoulas VC, Kourou KD, Kalatzis F, Exarchos TP, Zampeli E, Gandolfo S, Goules A, Baldini C, Skopouli F, De Vita S, Tzioufas AG, Fotiadis DI. Overcoming the Barriers That Obscure the Interlinking and Analysis of Clinical Data Through Harmonization and Incremental Learning. IEEE Open Journal of Engineering in Medicine and Biology 2020;1:83
    CrossRef
  50. Aapro M, Bossi P, Dasari A, Fallowfield L, Gascón P, Geller M, Jordan K, Kim J, Martin K, Porzig S. Digital health for optimal supportive care in oncology: benefits, limits, and future perspectives. Supportive Care in Cancer 2020;28(10):4589
    CrossRef
  51. . Writing a Systematic Review for Publication in a Health-Related Degree Program. JMIR Research Protocols 2019;8(10):e15490
    CrossRef
  52. He J, Baxter SL, Xu J, Xu J, Zhou X, Zhang K. The practical implementation of artificial intelligence technologies in medicine. Nature Medicine 2019;25(1):30
    CrossRef
  53. Lee TC, Shah NU, Haack A, Baxter SL. Clinical Implementation of Predictive Models Embedded within Electronic Health Record Systems: A Systematic Review. Informatics 2020;7(3):25
    CrossRef
  54. Trifan A, Oliveira JL. Patient data discovery platforms as enablers of biomedical and translational research: A systematic review. Journal of Biomedical Informatics 2019;93:103154
    CrossRef
  55. Connolly J, Staines A, Connolly R, Boilson A, Davis P, Weston D, Bloodworth N. Evaluating Impact of an Emerging Big Health Data Platform: A Logic Model and Q-Methodology Approach. SSRN Electronic Journal 2018;
    CrossRef
  56. Ercole A, Brinck V, George P, Hicks R, Huijben J, Jarrett M, Vassar M, Wilson L. Guidelines for Data Acquisition, Quality and Curation for Observational Research Designs (DAQCORD). Journal of Clinical and Translational Science 2020;4(4):354
    CrossRef
  57. Chen J, Wei W, Guo C, Tang L, Sun L. Textual analysis and visualization of research trends in data mining for electronic health records. Health Policy and Technology 2017;6(4):389
    CrossRef
  58. Mudumbai S, Ayer F, Stefanko J. Perioperative and ICU Healthcare Analytics within a Veterans Integrated System Network: a Qualitative Gap Analysis. Journal of Medical Systems 2017;41(8)
    CrossRef
  59. Kerr D, Klonoff DC. Digital Diabetes Data and Artificial Intelligence: A Time for Humility Not Hubris. Journal of Diabetes Science and Technology 2019;13(1):123
    CrossRef
  60. Nam DJ, Kwon HW, Lee H, Ahn EK. National Healthcare Service and Its Big Data Analytics. Healthcare Informatics Research 2018;24(3):247
    CrossRef
  61. Moro Visconti R, Morea D. Big Data for the Sustainability of Healthcare Project Financing. Sustainability 2019;11(13):3748
    CrossRef
  62. Nanayakkara S, Zhou X, Spallek H. Impact of big data on oral health outcomes. Oral Diseases 2019;25(5):1245
    CrossRef
  63. Elmore JG, Wang P, Kerr KF, Schriger DL, Morrison DE, Brookmeyer R, Pfeffer MA, Payne TH, Currier JS. Excess Patient Visits for Cough and Pulmonary Disease at a Large US Health System in the Months Prior to the COVID-19 Pandemic: Time-Series Analysis. Journal of Medical Internet Research 2020;22(9):e21562
    CrossRef
  64. Kielstein JT, Kruse AK, Anderson N, Vaitiekunas H, Scherneck S. Boliden auf der Intensivstation. Medizinische Klinik - Intensivmedizin und Notfallmedizin 2019;114(2):139
    CrossRef
  65. Hopp WJ, Li J, Wang G. Big Data and the Precision Medicine Revolution. SSRN Electronic Journal 2018;
    CrossRef
  66. Hong L, Luo M, Wang R, Lu P, Lu W, Lu L. Big Data in Health Care: Applications and Challenges. Data and Information Management 2018;2(3):175
    CrossRef
  67. Safavi KC, Driscoll W, Wiener-Kronish JP. Remote Surveillance Technologies: Realizing the Aim of Right Patient, Right Data, Right Time. Anesthesia & Analgesia 2019;129(3):726
    CrossRef
  68. Targarona EM, Balla A, Batista G. Big Data and Surgery: The Digital Revolution Continues. Cirugía Española (English Edition) 2018;96(5):247
    CrossRef
  69. Bhardwaj N, Cecchetti AA, Murughiyan U, Neitch S. Analysis of Benzodiazepine Prescription Practices in Elderly Appalachians with Dementia via the Appalachian Informatics Platform: Longitudinal Study. JMIR Medical Informatics 2020;8(8):e18389
    CrossRef
  70. Monaco A, Maggi S, De Cola P, Hassan TA, Palmer K, Donde S. Information and communication technology for increasing healthy ageing in people with non-communicable diseases: identifying challenges and further areas for development. Aging Clinical and Experimental Research 2019;31(11):1689
    CrossRef
  71. Matheus R, Janssen M, Janowski T. Design principles for creating digital transparency in government. Government Information Quarterly 2021;38(1):101550
    CrossRef
  72. Zhang C, Fanaee-T H, Thoresen M. Feature extraction from unequal length heterogeneous EHR time series via dynamic time warping and tensor decomposition. Data Mining and Knowledge Discovery 2021;35(4):1760
    CrossRef
  73. Mwitondi KS, Munyakazi I, Gatsheni BN. A robust machine learning approach to SDG data segmentation. Journal of Big Data 2020;7(1)
    CrossRef
  74. Walsh K, Wroe C. Clinical decision support: what will happen in the 2020s?. Postgraduate Medical Journal 2021;97(1144):72
    CrossRef
  75. Thapa C, Camtepe S. Precision health data: Requirements, challenges and existing techniques for data security and privacy. Computers in Biology and Medicine 2021;129:104130
    CrossRef
  76. Miyachi K, Mackey TK. hOCBS: A privacy-preserving blockchain framework for healthcare data leveraging an on-chain and off-chain system design. Information Processing & Management 2021;58(3):102535
    CrossRef
  77. Wehrens R, Sihag V, Sülz S, van Elten H, van Raaij E, de Bont A, Weggelaar-Jansen AM. Understanding the Uptake of Big Data in Health Care: Protocol for a Multinational Mixed-Methods Study. JMIR Research Protocols 2020;9(10):e16779
    CrossRef
  78. Miah SJ, Camilleri E, Vu HQ. Big Data in Healthcare Research: A survey study. Journal of Computer Information Systems 2022;62(3):480
    CrossRef
  79. Ren Z, Peng B, Schleyer TK, Ning X. Hybrid collaborative filtering methods for recommending search terms to clinicians. Journal of Biomedical Informatics 2021;113:103635
    CrossRef
  80. Zurfley FE, Ramsey ML. Open access literature for dermatologists and dermatologic surgeons. International Journal of Dermatology 2021;60(6)
    CrossRef
  81. Nayak B, Bhattacharyya SS. The Changing Narrative in the Health Insurance Industry: Wearables Technology in Health Insurance Products and Services for the COVID-19 World. Journal of Health Management 2020;22(4):550
    CrossRef
  82. Chen T, Shang C, Su P, Keravnou-Papailiou E, Zhao Y, Antoniou G, Shen Q. A Decision Tree-Initialised Neuro-fuzzy Approach for Clinical Decision Support. Artificial Intelligence in Medicine 2021;111:101986
    CrossRef
  83. Wong J, Manderson T, Abrahamowicz M, Buckeridge DL, Tamblyn R. Can Hyperparameter Tuning Improve the Performance of a Super Learner?. Epidemiology 2019;30(4):521
    CrossRef
  84. Chua YP, Xie Y, Lee PSS, Lee ES. Definitions and Prevalence of Multimorbidity in Large Database Studies: A Scoping Review. International Journal of Environmental Research and Public Health 2021;18(4):1673
    CrossRef
  85. Borges do Nascimento IJ, Marcolino MS, Abdulazeem HM, Weerasekara I, Azzopardi-Muscat N, Gonçalves MA, Novillo-Ortiz D. Impact of Big Data Analytics on People’s Health: Overview of Systematic Reviews and Recommendations for Future Studies. Journal of Medical Internet Research 2021;23(4):e27275
    CrossRef
  86. He W, Kirchoff KG, Sampson RR, McGhee KK, Cates AM, Obeid JS, Lenert LA. Research Integrated Network of Systems (RINS): a virtual data warehouse for the acceleration of translational research. Journal of the American Medical Informatics Association 2021;28(7):1440
    CrossRef
  87. Hamdi Y, Zass L, Othman H, Radouani F, Allali I, Hanachi M, Okeke CJ, Chaouch M, Tendwa MB, Samtal C, Mohamed Sallam R, Alsayed N, Turkson M, Ahmed S, Benkahla A, Romdhane L, Souiai O, Tastan Bishop , Ghedira K, Mohamed Fadlelmola F, Mulder N, Kamal Kassim S. Human OMICs and Computational Biology Research in Africa: Current Challenges and Prospects. OMICS: A Journal of Integrative Biology 2021;25(4):213
    CrossRef
  88. Fylan F, Fylan B. Co-creating social licence for sharing health and care data. International Journal of Medical Informatics 2021;149:104439
    CrossRef
  89. Caruso R, Arrigoni C, Conte G, Rocco G, Dellafiore F, Ambrogi F, Stievano A. The Byzantine Role of Big Data Application in Nursing Science. CIN: Computers, Informatics, Nursing 2021;39(4):178
    CrossRef
  90. Hong L, Luo M, Wang R, Lu P, Lu W, Lu L. Big Data in Health Care: Applications and Challenges. Data and Information Management 2019;0
    CrossRef
  91. Singh RK, Agrawal S, Sahu A, Kazancoglu Y. Strategic issues of big data analytics applications for managing health-care sector: a systematic literature review and future research agenda. The TQM Journal 2023;35(1):262
    CrossRef
  92. Goldberg M, Zins M. Le Health Data Hub (suite). médecine/sciences 2021;37(3):271
    CrossRef
  93. Patel S, Jhass A, Slee A, Hopkins S, Shallcross L. Variation in approaches to antimicrobial use surveillance in high-income secondary care settings: a systematic review. Journal of Antimicrobial Chemotherapy 2021;76(8):1969
    CrossRef
  94. Connolly J, Staines A, Connolly R, Davis P, Boilson A. Impact Evaluation of an Emerging European Health Project – the MIDAS Model. Business Systems Research Journal 2020;11(1):142
    CrossRef
  95. Papazisis G, Spachos D, Siafis S, Pandria N, Deligianni E, Tsakiridis I, Goulas A. Assessment of the Safety Signal for the Abuse Potential of Pregabalin and Gabapentin Using the FAERS Database and Big Data Search Analytics. Frontiers in Psychiatry 2021;12
    CrossRef
  96. Shah YD, Soni SM, Patel MP. Artificial intelligence in healthcare. Indian Journal of Pharmacy and Pharmacology 2021;8(2):102
    CrossRef
  97. Pesapane F, Rotili A, Agazzi GM, Botta F, Raimondi S, Penco S, Dominelli V, Cremonesi M, Jereczek-Fossa BA, Carrafiello G, Cassano E. Recent Radiomics Advancements in Breast Cancer: Lessons and Pitfalls for the Next Future. Current Oncology 2021;28(4):2351
    CrossRef
  98. Kaur N, Bhattacharya S, Butte AJ. Big Data in Nephrology. Nature Reviews Nephrology 2021;17(10):676
    CrossRef
  99. Crisan EL, Mihaila A. Health-care information systems adoption – a review of management practices. Vilakshan - XIMB Journal of Management 2023;20(1):130
    CrossRef
  100. Khan AW, Khan MU, Khan JA, Ahmad A, Khan K, Zamir M, Kim W, Ijaz MF. Analyzing and Evaluating Critical Challenges and Practices for Software Vendor Organizations to Secure Big Data on Cloud Computing: An AHP-Based Systematic Approach. IEEE Access 2021;9:107309
    CrossRef
  101. . Organizational Learning for Intelligence Amplification Adoption: Lessons from a Clinical Decision Support System Adoption Project. Information Systems Frontiers 2022;24(3):731
    CrossRef
  102. El Samad M, El Nemar S, Sakka G, El-Chaarani H. An innovative big data framework for exploring the impact on decision-making in the European Mediterranean healthcare sector. EuroMed Journal of Business 2022;17(3):312
    CrossRef
  103. Hornung AL, Hornung CM, Mallow GM, Barajas JN, Espinoza Orías AA, Galbusera F, Wilke H, Colman M, Phillips FM, An HS, Samartzis D. Artificial intelligence and spine imaging: limitations, regulatory issues and future direction. European Spine Journal 2022;31(8):2007
    CrossRef
  104. de Waure C, Calabrò GE, Ricciardi W. Recommendations to drive a value-based decision-making on vaccination. Expert Review of Vaccines 2022;21(3):289
    CrossRef
  105. Lau PL, Nandy M, Chakraborty S. Accelerating UN Sustainable Development Goals with AI-Driven Technologies: A Systematic Literature Review of Women’s Healthcare. Healthcare 2023;11(3):401
    CrossRef
  106. Deshmukh K, Khanna A, Periwal P, Khurana S. GOOGLE TRENDS AND QUERIES FOR CHRONIC RESPIRATORY DISEASES – A NEW TOOL FOR PHYSICIANS TREATING RESPIRATORY DISEASES.. PARIPEX INDIAN JOURNAL OF RESEARCH 2021;:32
    CrossRef
  107. Piovani D, Bonovas S. Real World—Big Data Analytics in Healthcare. International Journal of Environmental Research and Public Health 2022;19(18):11677
    CrossRef
  108. Bai E, Song SL, Fraser HSF, Ranney ML. A Graphical Toolkit for Longitudinal Dataset Maintenance and Predictive Model Training in Health Care. Applied Clinical Informatics 2022;13(01):056
    CrossRef
  109. Chen M, Gharavi H, Wang L, Leung VCM, Liu Z, Humar I. Guest Editorial Sensing Psychological Parameters and AI-Enabled Emotion Care for Human Wellness. IEEE Journal of Biomedical and Health Informatics 2022;26(8):3594
    CrossRef
  110. Badrouchi S, Bacha MM, Hedri H, Ben Abdallah T, Abderrahim E. Toward generalizing the use of artificial intelligence in nephrology and kidney transplantation. Journal of Nephrology 2022;36(4):1087
    CrossRef
  111. Wang M, Li S, Zheng T, Li N, Shi Q, Zhuo X, Ding R, Huang Y. Big Data Health Care Platform With Multisource Heterogeneous Data Integration and Massive High-Dimensional Data Governance for Large Hospitals: Design, Development, and Application. JMIR Medical Informatics 2022;10(4):e36481
    CrossRef
  112. Strauss AT, Morgan C, El Khuri C, Slogeris B, Smith AG, Klein E, Toerper M, DeAngelo A, Debraine A, Peterson S, Gurses AP, Levin S, Hinson J. A Patient Outcomes–Driven Feedback Platform for Emergency Medicine Clinicians: Human-Centered Design and Usability Evaluation of Linking Outcomes Of Patients (LOOP). JMIR Human Factors 2022;9(1):e30130
    CrossRef
  113. Angerer A, Stahl J, Krasniqi E, Banning S. The Management Perspective in Digital Health Literature: Systematic Review. JMIR mHealth and uHealth 2022;10(11):e37624
    CrossRef
  114. Ahmed A, Agus M, Alzubaidi M, Aziz S, Abd-Alrazaq A, Giannicchi A, Househ M. Overview of the role of big data in mental health: A scoping review. Computer Methods and Programs in Biomedicine Update 2022;2:100076
    CrossRef
  115. Miah M, Miah SJ, Venkatraman S. Blockchain: At a glance idea for information science researchers. Journal of Information and Optimization Sciences 2021;42(7):1589
    CrossRef
  116. Rao AR, Garai S, Dey S, Peng H. PIKS: A Technique to Identify Actionable Trends for Policy-Makers Through Open Healthcare Data. SN Computer Science 2021;2(6)
    CrossRef
  117. Taipalus T, Isomöttönen V, Erkkilä H, Äyrämö S. Data Analytics in Healthcare: A Tertiary Study. SN Computer Science 2022;4(1)
    CrossRef
  118. Batko K, Ślęzak A. The use of Big Data Analytics in healthcare. Journal of Big Data 2022;9(1)
    CrossRef
  119. Yoo J, Hur S, Hwang W, Cha WC. Healthcare Professionals’ Expectations of Medical Artificial Intelligence and Strategies for its Clinical Implementation: A Qualitative Study. Healthcare Informatics Research 2023;29(1):64
    CrossRef
  120. Ng WY, Tan T, Movva PVH, Fang AHS, Yeo K, Ho D, Foo FSS, Xiao Z, Sun K, Wong TY, Sia AT, Ting DSW. Blockchain applications in health care for COVID-19 and beyond: a systematic review. The Lancet Digital Health 2021;3(12):e819
    CrossRef
  121. Green S, Hillersdal L, Holt J, Hoeyer K, Wadmann S. The practical ethics of repurposing health data: how to acknowledge invisible data work and the need for prioritization. Medicine, Health Care and Philosophy 2023;26(1):119
    CrossRef
  122. Hinson JS, Klein E, Smith A, Toerper M, Dungarani T, Hager D, Hill P, Kelen G, Niforatos JD, Stephens RS, Strauss AT, Levin S. Multisite implementation of a workflow-integrated machine learning system to optimize COVID-19 hospital admission decisions. npj Digital Medicine 2022;5(1)
    CrossRef
  123. Lee W, Schwartz N, Bansal A, Khor S, Hammarlund N, Basu A, Devine B. A Scoping Review of the Use of Machine Learning in Health Economics and Outcomes Research: Part 1—Data From Wearable Devices. Value in Health 2023;26(2):292
    CrossRef
  124. Khan AW, Khan MU, Khan JA, Khan J, Gul W. Identification and prioritization of security challenges of big data on cloud computing based on SLR: A fuzzy‐TOPSIS analysis approach. Journal of Software: Evolution and Process 2021;33(12)
    CrossRef
  125. Tang PP, Tam IL, Jia Y, Leung S. Big Data Reality Check (BDRC) for public health: to what extent the environmental health and health services research did meet the ‘V’ criteria for big data? A study protocol. BMJ Open 2022;12(3):e053447
    CrossRef
  126. Amin SU, Hossain MS. Edge Intelligence and Internet of Things in Healthcare: A Survey. IEEE Access 2021;9:45
    CrossRef
  127. . Artificial intelligence in healthcare: A bibliometric analysis. Telematics and Informatics Reports 2023;9:100041
    CrossRef
  128. . A Decentralized Marketplace for Patient-Generated Health Data: Design Science Approach. Journal of Medical Internet Research 2023;25:e42743
    CrossRef
  129. Misra SC, Mukhopadhyay K. Data harnessing to nurture the human mind for a tailored approach to the child. Pediatric Research 2023;93(2):357
    CrossRef
  130. Maina AM, Singh UG. Rebuilding Stakeholder Confidence in Health-Relevant Big Data Applications: A Social Representations Perspective. Information 2022;13(9):441
    CrossRef
  131. Hassanin ME, Hamada MA. A Big Data strategy to reinforce self-sustainability for pharmaceutical companies in the digital transformation era: A case study of Egyptian pharmaceutical companies. African Journal of Science, Technology, Innovation and Development 2022;14(7):1870
    CrossRef
  132. Ziegler J, Rush BNM, Gottlieb ER, Celi LA, Armengol de la Hoz M, Fraser HS. High resolution data modifies intensive care unit dialysis outcome predictions as compared with low resolution administrative data set. PLOS Digital Health 2022;1(10):e0000124
    CrossRef
  133. Zong N, Wen A, Moon S, Fu S, Wang L, Zhao Y, Yu Y, Huang M, Wang Y, Zheng G, Mielke MM, Cerhan JR, Liu H. Computational drug repurposing based on electronic health records: a scoping review. npj Digital Medicine 2022;5(1)
    CrossRef
  134. Klumpp M, Hanelt A, Greve M, Kolbe LM, Tofangchi S, Böhrnsen F, Jakob J, Kaczmarek S, Börsting I, Ehmke C, Düsing H, Juhra C. Accelerating the Front End of Medicine: Three Digital Use Cases and HCI Implications. Healthcare 2022;10(11):2176
    CrossRef
  135. Wehrens R, Stevens M, Kostenzer J, Weggelaar AM, de Bont A. Ethics as Discursive Work: The Role of Ethical Framing in the Promissory Future of Data-driven Healthcare Technologies. Science, Technology, & Human Values 2023;48(3):606
    CrossRef
  136. Henkel M, Stieltjes B. Structured Data Acquisition in Oncology. Oncology 2020;98(6):423
    CrossRef
  137. Fattahi S, Ura S, Noor-E-Alam M. Decision-Making Using Big Data Relevant to Sustainable Development Goals (SDGs). Big Data and Cognitive Computing 2022;6(2):64
    CrossRef
  138. Lv H, Natalizio E, Song H, Ashraf S. Guest Editorial Medical Image Analysis Embedded on Microprocessors. IEEE Journal of Biomedical and Health Informatics 2023;27(3):1152
    CrossRef
  139. Ramsey I, Corsini N, Hutchinson A, Marker J, Eckert M. Challenges and opportunities for using population health data to investigate cancer survivors’ quality of life in Australia. Quality of Life Research 2022;31(10):2977
    CrossRef
  140. Mann DM, Lawrence K. Reimagining Connected Care in the Era of Digital Medicine. JMIR mHealth and uHealth 2022;10(4):e34483
    CrossRef
  141. Schwarz M, Ward EC, Coccetti A, Burton K, Seabrook M, Newnham S, McCamley J, Hartley C. Digital dashboards: a speech pathology case study. Australian Health Review 2022;46(4):501
    CrossRef
  142. Xia H, Liu L, Tang Y. Basketball Big Data and Visual Management System under Metaheuristic Clustering. Mobile Information Systems 2022;2022:1
    CrossRef
  143. Yip M, Ackery A, Jamieson T, Mehta S. The Priorities of End Users of Emergency Department Electronic Health Records: Modified Delphi Study. JMIR Human Factors 2023;10:e43103
    CrossRef
  144. Ma S, Yu J, Qin X, Liu J. Current status and challenges in establishing reference intervals based on real-world data. Critical Reviews in Clinical Laboratory Sciences 2023;60(6):427
    CrossRef
  145. Pradhan SK, Heyn H, Knauss E. Identifying and managing data quality requirements: a design science study in the field of automated driving. Software Quality Journal 2023;
    CrossRef
  146. Cheng T, Ho SY, Chien T, Chow JC, Chou W. A comprehensive approach for clustering analysis using follower-leading clustering algorithm (FLCA): Bibliometric analysis. Medicine 2023;102(42):e35156
    CrossRef
  147. Hesso I, Kayyali R, Dolton D, Joo K, Zacharias L, Charalambous A, Lavdaniti M, Stalika E, Ajami T, Acampa W, Boban J, Nabhani-Gebara S. Cancer care at the time of the fourth industrial revolution: an insight to healthcare professionals’ perspectives on cancer care and artificial intelligence. Radiation Oncology 2023;18(1)
    CrossRef
  148. Haig M, Main C, Chávez D, Kanavos P. A Value Framework to Assess Patient-Facing Digital Health Technologies That Aim to Improve Chronic Disease Management: A Delphi Approach. Value in Health 2023;26(10):1474
    CrossRef
  149. D'Souza R, Dhesi AS, Pendry K, Charlton A, Staples S, Watkins NA, Murphy MF. Comparing transfusion practice at multiple hospitals using electronically collected and analysed data. Transfusion Medicine 2023;33(6):453
    CrossRef
  150. Abi Saad E, Tremblay N, Agogué M. A multi-level perspective on innovation intermediaries: The case of the diffusion of digital technologies in healthcare. Technovation 2024;129:102899
    CrossRef
  151. Gupta NS, Kumar P. Perspective of artificial intelligence in healthcare data management: A journey towards precision medicine. Computers in Biology and Medicine 2023;162:107051
    CrossRef
  152. Watson E, Fletcher-Watson S, Kirkham EJ. Views on sharing mental health data for research purposes: qualitative analysis of interviews with people with mental illness. BMC Medical Ethics 2023;24(1)
    CrossRef
  153. Yu J, Shen N, Conway S, Hiebert M, Lai-Zhao B, McCann M, Mehta RR, Miranda M, Putterman C, Santisteban JA, Thomson N, Young C, Chiuccariello L, Hunter K, Hill S. A holistic approach to integrating patient, family, and lived experience voices in the development of the BrainHealth Databank: a digital learning health system to enable artificial intelligence in the clinic. Frontiers in Health Services 2023;3
    CrossRef
  154. Rahul K, Banyal RK, Arora N. A systematic review on big data applications and scope for industrial processing and healthcare sectors. Journal of Big Data 2023;10(1)
    CrossRef
  155. Scali ST, Stone DH. The role of big data, risk prediction, simulation, and centralization for emergency vascular problems: Lessons learned and future directions. Seminars in Vascular Surgery 2023;36(2):380
    CrossRef
  156. Güven AT, Özdede M, Şener YZ, Yıldırım AO, Altıntop SE, Yeşilyurt B, Uyaroğlu OA, Tanrıöver MD. Evaluation of machine learning algorithms for renin-angiotensin-aldosterone system inhibitors associated renal adverse event prediction. European Journal of Internal Medicine 2023;114:74
    CrossRef
  157. Drazen JM, Kohane IS, Leong T, Sahni NR, Carrus B. Artificial Intelligence in U.S. Health Care Delivery. New England Journal of Medicine 2023;389(4):348
    CrossRef
  158. Wolff J, Stupin J, Olschewski J, Pirmorady Sehouli A, Maier A, Fofana M, Raue JS, Finke G, Sehouli J. Digital therapeutic to improve cancer-related well-being: a pilot randomized controlled trial. International Journal of Gynecologic Cancer 2023;33(7):1118
    CrossRef
  159. Main C, Haig M, Chavez D, Kanavos P. Assessing the Value of Provider-Facing Digital Health Technologies Used in Chronic Disease Management: Toward a Value Framework Based on Multistakeholder Perceptions. Medical Decision Making 2024;44(1):28
    CrossRef
  160. Chakraborty C, Bhattacharya M, Pal S, Lee S. From machine learning to deep learning: Advances of the recent data-driven paradigm shift in medicine and healthcare. Current Research in Biotechnology 2024;7:100164
    CrossRef
  161. . The Role of Fintech in Bridging the Divide for Economic Empowerment. Economics and Business 2023;37(1):206
    CrossRef
  162. . A Comprehensive Study on the Use of Blockchain Technology in Healthcare. Information Technology and Management Science 2023;26:1
    CrossRef
  163. Hussain F, Nauman M, Alghuried A, Alhudhaif A, Akhtar N. Leveraging Big Data Analytics for Enhanced Clinical Decision-Making in Healthcare. IEEE Access 2023;11:127817
    CrossRef
  164. Momaya VJ, Hameed BZ, Adhikari K, Das M, Talyshinskii A, Naik N, Somani BK, Chlosta P, Rai BP. Revolutionizing Organ Donation With Blockchain Technology. Journal of Computers, Mechanical and Management 2023;2(5):31
    CrossRef
  165. Shahbakhsh F, Khajouei R, Sabahi A, Mehdipour Y, Ahmadian L. Determining the frequency of reporting laboratory data in summary sheets of patients in a pediatric ward based on the classification of diagnoses in ICD-10. Clinical Epidemiology and Global Health 2024;25:101482
    CrossRef
  166. Tsangaris E, Hyland C, Liang G, O’Gorman J, Huerta DT, Kim E, Edelen M, Pusic A. Feasibility of implementing patient-reported outcome measures into routine breast cancer care delivery using a novel collection and reporting platform. JAMIA Open 2023;6(4)
    CrossRef
  167. Giddings R, Joseph A, Callender T, Janes SM, van der Schaar M, Sheringham J, Navani N. Factors influencing clinician and patient interaction with machine learning-based risk prediction models: a systematic review. The Lancet Digital Health 2024;6(2):e131
    CrossRef
  168. Abdul Qayyum Neyyar Z, Alaparthi GK, Bairapareddy KC, Amaravadi SK. A survey on awareness of the disease and pulmonary rehabilitation in bronchial asthma patients in the United Arab Emirates. PLOS ONE 2024;19(1):e0294463
    CrossRef
  169. Maeshiro R, Jarris YS, Prunuske J, Carney JK, Strelnick AH, Townsend JM, Krane NK, Johnson SB, Howley LD, Cashman SB, Deyton LR, Ortega LA, Lebwohl B, Fair M. Public and Population Health in U.S. Medical Education: A Review of Guidance in Extraordinary Times. Academic Medicine 2023;98(12):1366
    CrossRef
  170. Wehrens R, Wallenburg I, Oldenhof L. Sphere transgressions in health and social care: reflections on the role of the embedded social scientist. Information, Communication & Society 2024;:1
    CrossRef
  171. Jagadeesh Kannan R, Manningal M. A sustainable health and educational goal development (SHEGD) prediction using metaheuristic extreme learning algorithms. Automatika 2024;65(3):716
    CrossRef
  172. Miah M, Venkatraman S. Artificial Intelligence for Early Detection and Diagnosis of COVID-19: Immense Potential of a Powerful Technolog.. Journal of Health Management 2024;
    CrossRef
  173. . Digital imaging, virtual and augmented reality. Cirugía Española (English Edition) 2024;
    CrossRef
  174. Hinson JS, Zhao X, Klein E, Badaki‐Makun O, Rothman R, Copenhaver M, Smith A, Fenstermacher K, Toerper M, Pekosz A, Levin S. Multisite development and validation of machine learning models to predict severe outcomes and guide decision‐making for emergency department patients with influenza. Journal of the American College of Emergency Physicians Open 2024;5(2)
    CrossRef
  175. . Imagen digital, realidad virtual y aumentada. Cirugía Española 2024;
    CrossRef
  176. Malik N, Harding KL, Garcia A. The influence of COVID-19 on health seeking behaviors among students attending a minority-serving institution in the U.S. Journal of American College Health 2024;:1
    CrossRef
  177. Hendriks A, Hacking C, Verbeek H, Aarts S. Data science techniques to gain novel insights into quality of care: a scoping review of long-term care for older adults. Exploration of Digital Health Technologies 2024;:67
    CrossRef
  178. Kapadi A, Price G, Faivre-Finn C, Holley R, Wicks K, Banfill K, Webster G, Franks K, McDonald F, Johnson D, French DP. Feasibility of implementing a rapid-learning methodology to inform radiotherapy treatments: key professional stakeholders’ views. BMJ Oncology 2024;3(1):e000226
    CrossRef
  179. Al Zaabi M, Alhashmi SM. Big data security and privacy in healthcare: A systematic review and future research directions. Information Development 2024;
    CrossRef

According to Crossref, the following books are citing this article (DOI 10.2196/medinform.5359):

  1. Charapaqui-Miranda S, Arapa-Apaza K, Meza-Rodriguez M, Chacon-Torrico H. Information Management and Big Data. 2020. Chapter 21:218
    CrossRef
  2. Boone DR, Weisz HA, Sell SL, Hellmich HL. Laser Capture Microdissection. 2018. Chapter 13:235
    CrossRef
  3. Kaur P, Sharma M. Intelligent Data Analysis. 2020. :241
    CrossRef
  4. Khedo KK, Baichoo S, Nagowah SD, Nagowah L, Mungloo-Dilmohamud Z, Cadersaib Z, Cheerkoot-Jalim S. IoT and ICT for Healthcare Applications. 2020. Chapter 8:117
    CrossRef
  5. . Drug-Induced Liver Toxicity. 2018. Chapter 2:21
    CrossRef
  6. Arfat Y, Usman S, Mehmood R, Katib I. Smart Infrastructure and Applications. 2020. Chapter 20:491
    CrossRef
  7. Martinez-Mosquera D, Luján-Mora S, Montoya L. LH, Reyes Ch. RP, Paredes Calderón M. Advances in Emerging Trends and Technologies. 2020. Chapter 12:125
    CrossRef
  8. . Big Data, Big Challenges: A Healthcare Perspective. 2019. Chapter 5:55
    CrossRef
  9. Lewis K, Pham C, Batarseh FA. Data Democracy. 2020. :109
    CrossRef
  10. . Intervention Effectiveness Research: Quality Improvement and Program Evaluation. 2018. Chapter 4:41
    CrossRef
  11. Naqishbandi TA, Ayyanathan N. Advances in Decision Sciences, Image Processing, Security and Computer Vision. 2020. Chapter 64:545
    CrossRef
  12. . Human Centred Intelligent Systems. 2021. Chapter 2:13
    CrossRef
  13. Anam , Haque MI. Big Data Analytics and Intelligence: A Perspective for Health Care. 2020. :17
    CrossRef
  14. . Encyclopedia of Big Data Technologies. 2018. Chapter 25-1:1
    CrossRef
  15. . Encyclopedia of Big Data Technologies. 2019. Chapter 25:244
    CrossRef
  16. França RP, Borges Monteiro AC, Arthur R, Iano Y. Trends in Deep Learning Methodologies. 2021. :63
    CrossRef
  17. Awotunde JB, Jimoh RG, Oladipo ID, Abdulraheem M. Information and Communication Technology and Applications. 2021. Chapter 4:41
    CrossRef
  18. . Contemporary Topics in Patient Safety - Volume 1. 2022. Chapter 4
    CrossRef
  19. Spruit M, de Vries N. Research and Innovation Forum 2020. 2021. Chapter 39:517
    CrossRef
  20. Seoane F, Traver V, Hazelzet J. Interactive Process Mining in Healthcare. 2021. Chapter 2:13
    CrossRef
  21. Arora M, Adholeya R, Sharan S. Applications of Big Data in Healthcare. 2021. :215
    CrossRef
  22. Dash S, Gantayat PK, Das RK. Blockchain Technology: Applications and Challenges. 2021. Chapter 6:97
    CrossRef
  23. . Big Data in Psychiatry #x0026; Neurology. 2021. :95
    CrossRef
  24. Awotunde JB, Jimoh RG, Oladipo ID, Abdulraheem M, Jimoh TB, Ajamu GJ. Artificial Intelligence for COVID-19. 2021. Chapter 2:11
    CrossRef
  25. Hocke-Bolte Z, Peters B, Haunit T. Forschungsmethoden in der Gesundheitsförderung und Prävention. 2021. Chapter 27:745
    CrossRef
  26. Khalifa M, Househ M. Multiple Perspectives on Artificial Intelligence in Healthcare. 2021. Chapter 3:23
    CrossRef
  27. Tan RKJ, Neo PHM, Lim JM, Ong SE. Handbook of Social Sciences and Global Public Health. 2023. Chapter 54-1:1
    CrossRef
  28. . Sickle Cell Disease. 2022. Chapter 2
    CrossRef
  29. De Cecco CN, Zhang J, van Assen M, Wessell J, Leiner T, Lu B. Artificial Intelligence in Cardiothoracic Imaging. 2022. Chapter 55:579
    CrossRef
  30. Sachdev D, Pokhriyal SK, Nechully S, Sundaram SS. Deep Learning Technologies for the Sustainable Development Goals. 2023. Chapter 10:133
    CrossRef
  31. Awotunde JB, Adeniyi EA, Kolawole PO, Ogundokun RO. Data Science for COVID-19. 2022. :141
    CrossRef
  32. Raj R, Daneshgar F, Borhan N. Proceedings of Sixth International Congress on Information and Communication Technology. 2022. Chapter 8:59
    CrossRef
  33. . Moral design and technology. 2022. :267
    CrossRef
  34. . L’avenir des Silver Tech. 2018. :61
    CrossRef
  35. Sivarethinamohan R, Sujatha S. Proceedings of 2nd International Conference on Artificial Intelligence: Advances and Applications. 2022. Chapter 40:463
    CrossRef
  36. Chaithra MH, Vagdevi S. Intelligent Sustainable Systems. 2022. Chapter 15:181
    CrossRef
  37. Barla NH, Almeida SM, Almeida MS. Confluence of Artificial Intelligence and Robotic Process Automation. 2023. Chapter 9:199
    CrossRef
  38. Lopes J, Sousa R, Abelha A, Machado J. Big Data Technologies and Applications. 2023. Chapter 20:297
    CrossRef
  39. Tan RKJ, Neo PHM, Lim JM, Ong SE. Handbook of Social Sciences and Global Public Health. 2023. Chapter 54:787
    CrossRef
  40. . Digital Transformation in Healthcare in Post-Covid-19 Times. 2023. :59
    CrossRef
  41. Eom S, Eom S, Washington P. Machine Learning for Multimodal Healthcare Data. 2024. Chapter 12:155
    CrossRef
  42. Pourroostaei Ardakani S, Cheshmehzangi A. Big Data Analytics for Smart Transport and Healthcare Systems. 2023. Chapter 1:1
    CrossRef
  43. . Handbuch Digitale Gesundheitswirtschaft. 2023. Chapter 11:51
    CrossRef
  44. Freitas A, Souza J, Caballero I. Data Governance. 2023. Chapter 11:215
    CrossRef