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

Cancer Prognosis Models and Machine Learning (143) Clinical Information and Decision Making (3919) Doctor-Patient Communication on Cancer, Prevention, and Screening (109) Breast Cancer (421) Artificial Intelligence (5064) Geroinformatics and Electronic Clinical Information/Decision Making in Geriatrics (130) Innovations in Cancer Diagnostic and Decision Support (163) AI in Older Adult Care (249)

Published on in Vol 11 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/64000, first published .
AI cancer diagnosis and treatment dashboard with doctors analyzing data

Leveraging Digital Twins for Stratification of Patients with Breast Cancer and Treatment Optimization in Geriatric Oncology: Multivariate Clustering Analysis

Leveraging Digital Twins for Stratification of Patients with Breast Cancer and Treatment Optimization in Geriatric Oncology: Multivariate Clustering Analysis

Authors of this article:

Pierre Heudel1 Author Orcid Image ;   Mashal Ahmed2 Author Orcid Image ;   Felix Renard2 Author Orcid Image ;   Arnaud Attye2 Author Orcid Image
Article Authors Cited by (4) Tweetations (2) Metrics

Journals

  1. Khoshfekr Rudsari H, Tseng B, Zhu H, Song L, Gu C, Roy A, Irajizad E, Butner J, Long J, Do K. Digital twins in healthcare: a comprehensive review and future directions. Frontiers in Digital Health 2025;7 View
  2. Pawelec G, Ostrand-Rosenberg S, Fülöp T, Van Leemput F, Verschoor C. Cancer Characteristics and Immunotherapy in Older Adults: Treatment Approaches, Immune-Related Adverse Events, and Management Considerations. Onco 2026;6(1):7 View
  3. Karampelesis P, Denazis S, Koufopavlou O, Zacharaki E. From mechanistic models to artificial intelligence: exploring the potential of digital twins in geriatric oncology. Frontiers in Artificial Intelligence 2026;9 View

Conference Proceedings

  1. Waheed B, Sabty C, Sharaf N, Youness R, Abdennadher S. 2026 IEEE 39th International Symposium on Computer-Based Medical Systems (CBMS). ChemoTwin: A Digital Twin Framework for Real-Time Chemotherapy Toxicity Prediction View