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

Reviews on Cardiovascular Health and Medicine (54) Clinical Informatics (2378) Clinical Information and Decision Making (3875) Machine Learning (3325) Precision Medicine (454)

Published on in Vol 10 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/78499, first published .
Doctor analyzing 3D heart models and medical data on futuristic interface

Technologies, Clinical Applications, and Implementation Barriers of Digital Twins in Precision Cardiology: Systematic Review

Technologies, Clinical Applications, and Implementation Barriers of Digital Twins in Precision Cardiology: Systematic Review

Authors of this article:

Fatemeh Sarani Rad1 Author Orcid Image ;   Ehsan Bitaraf2 Author Orcid Image ;   Maryam Jafarpour3 Author Orcid Image ;   Juan Li1 Author Orcid Image
Article Authors Cited by (9) Tweetations Metrics

Journals

  1. Kutty S. The road to innovation: Collaborative enhancement of clinical prediction—A 9th World Congress of Pediatric Cardiology and Cardiac Surgery closing plenary lecture. Cardiology in the Young 2026;36(4):811 View
  2. Montagud A. Systems biology at the body scale: Toward adaptive digital twins in precision medicine. Current Opinion in Systems Biology 2026;44:100592 View
  3. Glinkowski W, Gieroba T, Śliwczyński A. Digital Twins in Orthopedics and Trauma: Concepts, Emerging Evidence, and Barriers to Clinical Translation. Journal of Clinical Medicine 2026;15(11):4127 View
  4. Leviton A, Loddenkemper T. Digital twins. The future of personalized epilepsy care. Epilepsy & Behavior 2026;182:111142 View
  5. Giansanti D, Cosenza C. Narrative Review of Digital Twins in the Health Domain: Development, Application, and Evidence Consolidation. Medical Sciences 2026;14(2):330 View
  6. Olawade D, Dave M, Ojo A, Ogunbona M, Ogieuhi I. Digital twins in cardiology and cardiovascular disease management: a review. European Journal of Medical Research 2026;31(1) View
  7. Mikołajewska E, Masiak J, Panas E, Rogalla-Ładniak U, Mikołajewski D. Global Perspectives on AI-Based Digital Twins in Smart Rehabilitation and Physiotherapy: Convergence of IoMT, Multiphysics Modeling, and Wireless Bio-Integrated Sensing. Electronics 2026;15(17):3795 View
  8. You Z, Zhang C, Yan X, Zhao W, Liu S. Personalized diagnosis and treatment of aortic diseases driven by artificial intelligence: Applications, challenges and future prospects. DIGITAL HEALTH 2026;12 View
  9. Milanesi O, Colombo A, Castaldi B, Di Salvo G. Mannheimer Lecture 2026: paediatric cardiology across the lifespan: building the future of congenital heart care. Cardiology in the Young 2026:1 View