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Viewpoints and Perspectives (566) Theoretical Frameworks and Concepts (295) Big Data (278) Artificial Intelligence (1711) Precision Medicine (101) Digital Health, Telehealth and e-Innovation in Clinical Settings (473)

Published on in Vol 26 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/50204, first published .
Envisioning the Future of Personalized Medicine: Role and Realities of Digital Twins

Envisioning the Future of Personalized Medicine: Role and Realities of Digital Twins

Envisioning the Future of Personalized Medicine: Role and Realities of Digital Twins

Authors of this article:

Alexandre Vallée1 Author Orcid Image
Article Authors Cited by (27) Tweetations (16) Metrics

Journals

  1. Pavlopoulos A, Rachiotis T, Maglogiannis I. An Overview of Tools and Technologies for Anxiety and Depression Management Using AI. Applied Sciences 2024;14(19):9068 View
  2. Łukaniszyn M, Majka Ł, Grochowicz B, Mikołajewski D, Kawala-Sterniuk A. Digital Twins Generated by Artificial Intelligence in Personalized Healthcare. Applied Sciences 2024;14(20):9404 View
  3. Ștefănigă S, Cordoș A, Ivascu T, Feier C, Muntean C, Stupinean C, Călinici T, Aluaș M, Bolboacă S. Advancing Precision Oncology with Digital and Virtual Twins: A Scoping Review. Cancers 2024;16(22):3817 View
  4. Piras A, Corso R, Benfante V, Ali M, Laudicella R, Alongi P, D'Aviero A, Cusumano D, Boldrini L, Salvaggio G, Di Raimondo D, Tuttolomondo A, Comelli A. Artificial Intelligence and Statistical Models for the Prediction of Radiotherapy Toxicity in Prostate Cancer: A Systematic Review. Applied Sciences 2024;14(23):10947 View
  5. Mikołajewska E, Masiak J, Mikołajewski D. Applications of Artificial Intelligence-Based Patient Digital Twins in Decision Support in Rehabilitation and Physical Therapy. Electronics 2024;13(24):4994 View
  6. Penverne Y, Martinez C, Cellier N, Pehlivan C, Jenvrin J, Savary D, Debierre V, Deciron F, Bichri A, Lebastard Q, Montassier E, Leclere B, Fontanili F. A simulation based digital twin approach to assessing the organization of response to emergency calls. npj Digital Medicine 2024;7(1) View
  7. Petrušić I, Chiang C, Garcia-Azorin D, Ha W, Ornello R, Pellesi L, Rubio-Beltrán E, Ruscheweyh R, Waliszewska-Prosół M, Wells-Gatnik W. Influence of next-generation artificial intelligence on headache research, diagnosis and treatment: the junior editorial board members’ vision – part 2. The Journal of Headache and Pain 2025;26(1) View
  8. Jones M, Vijayakumar S, Nittala M, Brunson C. An Interdisciplinary Perspective on Improving Cancer Care in the State of Mississippi as an Example of Cancer Care Improvements in the Global South. Cureus 2025 View
  9. Mirakhori F, Niazi S. Harnessing the AI/ML in Drug and Biological Products Discovery and Development: The Regulatory Perspective. Pharmaceuticals 2025;18(1):47 View
  10. . AI in Personalized Medicine: Transforming Treatment Plans through Precision Health. Global Journal of Emerging AI and Computing 2025;1(1):34 View
  11. Haykal D. Digital twins in dermatology: a new era of personalized skin care. Frontiers in Digital Health 2025;7 View
  12. Shuja N. The Future of Personalized Medicine. DEVELOPMENTAL MEDICO-LIFE-SCIENCES 2024;1(7):1 View
  13. Amparore D, Piana A, Piramide F, De Cillis S, Checcucci E, Fiori C, Porpiglia F. 3D anatomical digital twins: New generation virtual models to navigate robotic partial nephrectomy. BJUI Compass 2025;6(3) View
  14. Roopa M, Venugopal K. Digital Twins for Cyber-Physical Healthcare Systems: Architecture, Requirements, Systematic Analysis, and Future Prospects. IEEE Access 2025;13:44963 View
  15. Vasconez-Gonzalez J, Alexander-León H, Ortiz-Prado E. Digital Health Transformation in Ecuador: Progress, Barriers, and Future Directions. Journal of Medical Systems 2025;49(1) View
  16. Puniya B. Artificial-intelligence-driven innovations in mechanistic computational modeling and digital twins for biomedical applications. Journal of Molecular Biology 2025:169181 View
  17. Cui M, He K, Wang F, Paik J. Human Digital Healthcare Engineering for Enhancing the Health and Well-Being of Seafarers and Offshore Workers: A Comprehensive Review. Systems 2025;13(5):335 View
  18. Alsaedi S, Ogasawara M, Alarawi M, Gao X, Gojobori T. AI-powered precision medicine: utilizing genetic risk factor optimization to revolutionize healthcare. NAR Genomics and Bioinformatics 2025;7(2) View

Books/Policy Documents

  1. Thapliyal K, Thapliyal M, Thapliyal D. Digitalization and the Transformation of the Healthcare Sector. View
  2. Arya S, Aggarwal S, Ansar S. Blockchain and Digital Twin for Smart Hospitals. View
  3. Ashwini A, Santhiya G, Balasubramaniam S. AI-Powered Digital Twins for Predictive Healthcare. View
  4. Lavanya M, Ashwini A, Balasubramaniam S. AI-Powered Digital Twins for Predictive Healthcare. View
  5. Kuppusamy P. AI-Powered Digital Twins for Predictive Healthcare. View
  6. Kanematsu H, Barry D. Applications of Metaverse and Virtual Reality to Creative Education and Industry. View

Conference Proceedings

  1. de Almeida V, de Oliveira D, de Barros C, Scatena G, Queiroz Filho A, Siqueira F, Costa A, Gomi E, Mendoza L, Batista E, Muñoz C, Siqueira I, Barreira R, dos Santos I, Cardoso C, Ogasawara E, Porto F. Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems. A Digital Twin System for Oil And Gas Industry: A Use Case on Mooring Lines Integrity Monitoring View
  2. Arshad R, Chakhar S, Hedaux S, Williams N, Smart E, Simms C, Bolle J. 2024 International Conference on Decision Aid Sciences and Applications (DASA). A Digital Twin Based Framework to Enhance Productivity Processes in Retail Industry View
  3. Alimour S, Alrabeei M. 2024 11th International Conference on Software Defined Systems (SDS). A Novel Model for Digital Twins in Mental Health: The Biopsychosocial AI-Driven Digital Twin (BADT) Framework View