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

Digital Health Reviews (1318) Theoretical Frameworks and Concepts (258) Data Science (276) Organizational Issues (158) Standards and Interoperability (76) Digital Health Reporting Standards, Quality and Transparency in e-Research (73) Clinical Informatics (1042) eHealth Infrastructures (350) Electronic Health Records (1065)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/42615, first published .
Digital Health Data Quality Issues: Systematic Review

Digital Health Data Quality Issues: Systematic Review

Digital Health Data Quality Issues: Systematic Review

Authors of this article:

Rehan Syed1 Author Orcid Image ;   Rebekah Eden1 Author Orcid Image ;   Tendai Makasi1 Author Orcid Image ;   Ignatius Chukwudi1 Author Orcid Image ;   Azumah Mamudu1 Author Orcid Image ;   Mostafa Kamalpour1 Author Orcid Image ;   Dakshi Kapugama Geeganage1 Author Orcid Image ;   Sareh Sadeghianasl1 Author Orcid Image ;   Sander J J Leemans2 Author Orcid Image ;   Kanika Goel1 Author Orcid Image ;   Robert Andrews1 Author Orcid Image ;   Moe Thandar Wynn1 Author Orcid Image ;   Arthur ter Hofstede1 Author Orcid Image ;   Trina Myers1 Author Orcid Image
Article Authors Cited by (21) Tweetations (5) Metrics

Journals

  1. Russkikh S, Lindenbraten A, Moskvicheva L, Vasilieva T, Smbatyan S, Gorbacheva N. Organizational and economic aspects of standardization of processes in the healthcare system. HEALTH CARE OF THE RUSSIAN FEDERATION 2023;67(5):367 View
  2. Khela H, Khalil J, Daxon N, Neilson Z, Shahrokhi T, Chung P, Wong P. Real world challenges in maintaining data integrity in electronic health records in a cancer program. Technical Innovations & Patient Support in Radiation Oncology 2024;29:100233 View
  3. Declerck J, Kalra D, Vander Stichele R, Coorevits P. Frameworks, Dimensions, Definitions of Aspects, and Assessment Methods for the Appraisal of Quality of Health Data for Secondary Use: Comprehensive Overview of Reviews. JMIR Medical Informatics 2024;12:e51560 View
  4. He T, Cui W, Feng Y, Li X, Yu G. Digital health integration for noncommunicable diseases: Comprehensive process mapping for full‐life‐cycle management. Journal of Evidence-Based Medicine 2024;17(1):26 View
  5. Marques L, Costa B, Pereira M, Silva A, Santos J, Saldanha L, Silva I, Magalhães P, Schmidt S, Vale N. Advancing Precision Medicine: A Review of Innovative In Silico Approaches for Drug Development, Clinical Pharmacology and Personalized Healthcare. Pharmaceutics 2024;16(3):332 View
  6. Naef A, Coduti E, Windisch P. The Anonymous Data Warehouse: A Hands-On Framework for Anonymizing Data From Digital Health Applications. Cureus 2024 View
  7. Wosny M, Strasser L, Hastings J. The Paradoxes of Digital Tools in Hospitals: Qualitative Interview Study. Journal of Medical Internet Research 2024;26:e56095 View
  8. Lighterness A, Adcock M, Scanlon L, Price G. Data Quality–Driven Improvement in Health Care: Systematic Literature Review. Journal of Medical Internet Research 2024;26:e57615 View
  9. Bignami E, Panizzi M, Allai S, Bellini V. PROBAST Assessment of Machine Learning: Comment. Anesthesiology 2024;141(3):615 View
  10. Crouzet A, Lopez N, Riss Yaw B, Lepelletier Y, Demange L. The Millennia-Long Development of Drugs Associated with the 80-Year-Old Artificial Intelligence Story: The Therapeutic Big Bang?. Molecules 2024;29(12):2716 View
  11. Schwabe D, Becker K, Seyferth M, Klaß A, Schaeffter T. The METRIC-framework for assessing data quality for trustworthy AI in medicine: a systematic review. npj Digital Medicine 2024;7(1) View
  12. Moreira A, Hak F, Santos M. A maturity model for omnichannel adoption in health care institutions. Heliyon 2024;10(19):e38526 View
  13. Crossette-Thambiah G, Berleant D, AbuHalimeh A. An Information Quality Framework for Managed Health Care. Journal of Healthcare Leadership 2024;Volume 16:343 View
  14. Wosny M, Aeppli S, Fischer S, Peres T, Rothermundt C, Hastings J. Factors Guiding Clinical Decision‐Making in Genitourinary Oncology. Cancer Medicine 2024;13(20) View
  15. Declerck J, Vandenberk B, Deschepper M, Colpaert K, Cool L, Goemaere J, Bové M, Staelens F, De Meester K, Verbeke E, Smits E, De Decker C, Van Der Vekens N, Pauwels E, Vander Stichele R, Kalra D, Coorevits P. Building a Foundation for High-Quality Health Data: A Multi-Hospital Study in Belgium (Preprint). JMIR Medical Informatics 2024 View
  16. Kuo F, Rehman M, Ahumada L. Garbage In, Garbage Out? Negative Impact of Physiological Waveform Artifacts in a Hospital Clinical Data Warehouse. Journal of Medical Systems 2024;48(1) View
  17. Bellmann L, Gottfried K, Breitfeld P, Ückert F. GraphXplore: Visual exploration and accessible preprocessing of medical data. SoftwareX 2025;29:101978 View
  18. Wang B, Shi X, Han X, Xiao G. The digital transformation of nursing practice: an analysis of advanced IoT technologies and smart nursing systems. Frontiers in Medicine 2024;11 View
  19. Pérez Romero G, Jiménez García Á, Hueso Montoro C, Montoya Juárez R, García Caro M. Effect of patient sorting done by nurses on care request management in primary care emergency services. Investigación y Educación en Enfermería 2024;42(3) View

Books/Policy Documents

  1. Markus A, Arinze J, Verhamme K. Digital Respiratory Healthcare. View
  2. Bertl M, Lamo Y, Leucker M, Margaria T, Mohammadi E, Mukhiya S, Pechmann L, Piho G, Rabbi F. Bridging the Gap Between AI and Reality. View