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Decision Support for Health Professionals (1699) Clinical Information and Decision Making (2153) Machine Learning (2313) Artificial Intelligence (2465) Data Science (407) Standards and Interoperability (162)

Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/60204, first published .
Healthcare professional in mask and gloves interacts with futuristic medical interface.

Proposal for Using AI to Assess Clinical Data Integrity and Generate Metadata: Algorithm Development and Validation

Proposal for Using AI to Assess Clinical Data Integrity and Generate Metadata: Algorithm Development and Validation

Authors of this article:

Caroline Bönisch1, 2 Author Orcid Image ;   Christian Schmidt2 Author Orcid Image ;   Dorothea Kesztyüs2 Author Orcid Image ;   Hans A Kestler3, 4 Author Orcid Image ;   Tibor Kesztyüs2 Author Orcid Image
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  2. Al Mahrizi A, Mossolem F, Blundell R. Estimating original bacterial loads from delayed clinical samples: A methodological Modeling and empirical validation study. Journal of Microbiological Methods 2026;244:107456 View
  3. Talavera-Cobo V, Robles-Garcia J, Guillen-Grima F, Calva-Lopez A, Tapia-Tapia M, Labairu-Huerta L, Ancizu-Marckert F, Guillen-Aguinaga L, Sanchez-Zalabardo D, Miñana-Lopez B. Prioritising Data Quality Governance for AI in Prostate Cancer: A Methodological Proof-of-Concept Study Using Neural Networks for Risk Stratification. Diagnostics 2026;16(10):1454 View
  4. Lim M, An D, Son N, Sunwoo W, Lee S. A Practical Approach to Assessing the Completeness of Electronic Health Records for Medical Research: Data Quality Study. JMIR Medical Informatics 2026;14:e68935 View

Conference Proceedings

  1. Patil V, Kokare M. 2026 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI). Intelligent Binary Descriptor Generation through GA Based Dimension Selection in MPEG CDVS and LDVS for Visual Search View