Accessibility settings

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

Ontologies, Classifications, and Coding (461) Clinical Informatics (2365) Clinical Information and Decision Making (3850) Theoretical Frameworks and Concepts (576) Secondary Use of Clinical Data for Research and Surveillance (649) Data Science (721)

Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/75275, first published .
Hospital computer displaying patient list, doctor and patient in background.

Assessing Data Quality in Heterogeneous Health Care Integration: Simulation Study of the AIDAVA Framework

Assessing Data Quality in Heterogeneous Health Care Integration: Simulation Study of the AIDAVA Framework

Authors of this article:

Jens Declerck1, 2 Author Orcid Image ;   Ömer Durukan Kılıç3 Author Orcid Image ;   Ensar Emir Erol3 Author Orcid Image ;   Shervin Mehryar3 Author Orcid Image ;   Dipak Kalra1, 2 Author Orcid Image ;   Isabelle de Zegher4 Author Orcid Image ;   Remzi Celebi3 Author Orcid Image
Article Authors Cited by (6) Tweetations Metrics

Journals

  1. Olawade D, Owhonda R, Alabi J, Egbon E, Ayo Daniel R, Bello O. Digital twin paradigm in diabetes prediction and management. Diabetes Research and Clinical Practice 2026;231:113075 View
  2. Cappelli M, Cappelli F, Cappelli E, Pesce M, Niccolini L, Guida M, De Vita D. A Hybrid SHACL–Bayesian Framework for Managing Clinical Uncertainty in Postmenopausal Women with Recurrent Urinary Tract Infections. Eng 2026;7(2):71 View
  3. Geyer J, Gong J, Cox P, Henderson-Mitchell R, Gomez C, Qureshi A, Branch S, Geisser S, Carney P. Bridging Data, Semantics, and Clinical Reasoning: A Knowledge Graph Framework for Pediatric Obstructive Sleep Apnea. Children 2026;13(5):602 View
  4. Declerck J, Eklund N, Sáez C, Rijnbeek P, Bernal-Delgado E, van Mulligen E, Kalra D. Health Data Quality Skill Gaps and Training Needs Among European Health Data Stakeholders: Cross-Sectional Survey. Journal of Medical Internet Research 2026;28:e86878 View
  5. Mousavi Baigi S, Tabatabaei S, Sheikhtaheri A, Sarbaz M, Kimiafar K. Assessing and improving data quality in health registries: a systematic review of dimensions, frameworks, and artificial intelligence-enabled approaches. Journal of the American Medical Informatics Association 2026 View

Books/Policy Documents

  1. Stecka A, Gólczewski T, Michnikowski M, Zieliński K. Innovating Bioengineering Through Next-Generation Computational Approaches. View