Published on in Vol 24, No 9 (2022): September
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/35675, first published
.

Journals
- Abeltino A, Bianchetti G, Serantoni C, Riente A, De Spirito M, Maulucci G. Putting the Personalized Metabolic Avatar into Production: A Comparison between Deep-Learning and Statistical Models for Weight Prediction. Nutrients 2023;15(5):1199 View
- Tourassi G. Computational medicine: Grand challenges and opportunities for revolutionizing personalized healthcare. Frontiers in Medical Engineering 2023;1 View
- Gazerani P. Intelligent Digital Twins for Personalized Migraine Care. Journal of Personalized Medicine 2023;13(8):1255 View
- Calcaterra V, Pagani V, Zuccotti G. Maternal and fetal health in the digital twin era. Frontiers in Pediatrics 2023;11 View
- Sheng B, Wang Z, Qiao Y, Xie S, Tao J, Duan C. Detecting latent topics and trends of digital twins in healthcare: A structural topic model-based systematic review. DIGITAL HEALTH 2023;9 View
- Erdős B, O’Donovan S, Adriaens M, Gijbels A, Trouwborst I, Jardon K, Goossens G, Afman L, Blaak E, van Riel N, Arts I. Leveraging continuous glucose monitoring for personalized modeling of insulin-regulated glucose metabolism. Scientific Reports 2024;14(1) View
- Vallée A. Envisioning the Future of Personalized Medicine: Role and Realities of Digital Twins. Journal of Medical Internet Research 2024;26:e50204 View
- Rayhana R, Bai L, Xiao G, Liao M, Liu Z. Digital Twin Models: Functions, Challenges, and Industry Applications. IEEE Journal of Radio Frequency Identification 2024;8:282 View
- Albertini J, Derycke L, Millon A, Soler R. Digital twin and artificial intelligence technologies for predictive planning of endovascular procedures. Seminars in Vascular Surgery 2024;37(3):306 View
- Tibrewala A, Itchhaporia D. Revolutionizing Hypertension Management in Type 2 Diabetes. JACC: Advances 2024;3(9):101173 View
- Aghaabbasi M, Sabri S. Potentials of digital twin system for analyzing travel behavior decisions. Travel Behaviour and Society 2025;38:100902 View
- Subashini R, Kanishghasriee M, Grace S, Sidhiq Fatima C, Sankar A, Sidhik Fathima C. Digital Twin - An Innovative Strategy in Healthcare Transformation: An Extensive Review. Journal for Research in Applied Sciences and Biotechnology 2024;3(6):7 View
- Teegavarapu R, Sanghvi H, Belani T, Gill G, Chalam K, Gupta S. Evaluation of Convolutional Neural Networks (CNNs) in Identifying Retinal Conditions Through Classification of Optical Coherence Tomography (OCT) Images. Cureus 2025 View
- Sharma A, Srivastava M, Sharma R. Barriers and Challenges for Digital Twin Adoption in Healthcare Supply Chain and Operations Management. Global Business Review 2025 View
- Alsaedi S, Gao X, Gojobori T. Beyond digital twins: the role of foundation models in enhancing the interpretability of multiomics modalities in precision medicine. FEBS Open Bio 2025;15(8):1192 View
- Gu D, Cao Y, Zhou X, Zan Y, Zhang X, Xie J, Yu M. Digital Twins in the Field of Nursing. CIN: Computers, Informatics, Nursing 2025 View
- Karnoub A, Stuber D, Mertes J, Klar M, Yi L. How to understand the role of human in digital twins: A digital triplet concept. Digital Engineering 2025;6:100052 View
- Vallée A. Digital Twins for Personalized Medicine Require Epidemiological Data and Mathematical Modeling: Viewpoint. Journal of Medical Internet Research 2025;27:e72411 View
- Tubbs A, Vazquez E. Digital twins in increasing diversity in clinical trials: A systematic review. Journal of Biomedical Informatics 2025;169:104879 View
- PARASKEVAS K, SULTAN S, ABURAHMA A, MOORE W, BLECHA M, MYRCHA P, ZEEBREGTS C, BLINC A, DAVIES A, D’ORIA M, GARGIULO M, POREDOS P, SVETLIKOV A, PERLER B, CHATURVEDI S, SUFALI G, SABA L, ELDRUP-JORGENSEN J, LYDEN S, SETACCI C, DI LAZZARO V, REIFF T, SAWICKA A, LIAPIS C, LANZA G, SPINETTI G, BRUNO A, NICOLAIDES A, THAPAR A, UYTTENBOOGAART M, JAWIEN A, MIKHAILIDIS D, SPINELLI F, STILO F, MUSIALEK P, GUREVICH V, SILVESTRINI M, ERBEN Y, SCHNEIDER P, LIP G, WHITE C, DARDIK A, MESCHIA J, MALAS M, GLOVICZKI P, SCHERMERHORN M, MANSILHA A. The future in the management of patients with asymptomatic carotid artery stenosis. International Angiology 2025;44(3) View
- Kim Y, Oh S, Kim G. Convergence of Integrated Sensing and Communication (ISAC) and Digital-Twin Technologies in Healthcare Systems: A Comprehensive Review. Signals 2025;6(4):51 View
- Akbarialiabad H, Pasdar A, Murrell D, Mostafavi M, Shakil F, Safaee E, Leachman S, Haghighi A, Tarbox M, Bunick C, Grada A. Enhancing randomized clinical trials with digital twins. npj Systems Biology and Applications 2025;11(1) View
- Vallée A, Moawad G, Feki A, Ayoubi J. Digital twins in fertility, assisted reproductive technology and pregnancy: a systematic review. Reproductive BioMedicine Online 2025:105281 View
- Vallée A. Digital twins for cardiovascular diseases: towards personalised and sustainable care. Acta Cardiologica 2025;80(9):1055 View
- Luo X, Wang A, Zhang X, Huang K, Wang S, Chen L, Cui Y. Toward Intelligent AIoT: A Comprehensive Survey on Digital Twin and Multimodal Generative AI Integration. Mathematics 2025;13(21):3382 View
- Awoyemi T, Tolu‐Akinnawo O, Mahtani A, Padda I, Ogunniyi K, Bolakale‐Rufai I, Olusanya A, Dorcas A, Amarachi C, Akinmoju O, Uche‐Orji C, Fattah M. Advancing cardio‐obstetric care through digital health technologies: A narrative review. ESC Heart Failure 2025 View
- García-Rudolph A, Wright M, Teixidó-Font C, Sanchez-Carrion R, Cedersund G, Opisso E. Digital twins in stroke rehabilitation: a scoping review of objectives, data sources, mechanisms, outcomes, and desirable properties. Topics in Stroke Rehabilitation 2025:1 View
- Xie H, Huang Q, Yu H, Qu Y, Yuan M, Wu H, Wang J, Zhu Z, Li Z. Digital Twin for Atrial Fibrillation: Fundamentals, Current Advances, Challenges and Future Perspectives. Information Fusion 2025:103957 View
Books/Policy Documents
- Sathish A, Ranjan A, Mahek A. Exploring the Advancements and Future Directions of Digital Twins in Healthcare 6.0. View
- Jasrotia S, Kamila M, Kushwaha P. Leveraging Metaverse and Analytics of Things (AoT) in Medical Systems. View
- Ashwini A, Santhiya G, Balasubramaniam S. AI-Powered Digital Twins for Predictive Healthcare. View
- Mohamed M, Thajudeen M, Damodharan S, Raza J, Erukulapati R, Joshi S, Mechanick J. Lifestyle Medicine. View
- Ranjan R. Augmented and Virtual Reality in Immersive Healthcare. View
Conference Proceedings
- Arin I, Meyliana , Warnars H, Murad D. 2023 10th International Conference on ICT for Smart Society (ICISS). A Systematic Literature Review of Recent Trends and Challenges in Digital Twin Implementation View
- Bertgren A, Öhberg F, Soda P, Näslund U, Wennberg P, Grönlund C. 2025 IEEE 38th International Symposium on Computer-Based Medical Systems (CBMS). Generative Adversarial Networks for Synthetic Longitudinal Electronic Health Records Enabling Cardiovascular Digital Twins View
