physics.med-ph · 2026-08-04 · No. 74
Medical Physics, 2026-08-04.
1 new papers in physics.med-ph. Titles, authors,
abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →
01 — The papers
1 entries-
01
Cardiovascular Digital Twins from Physics Based to Data Driven Approaches
Emmanuel Lwele, Francis Chikweto
physics.med-ph · cs.LG
Cardiovascular digital twins aim to create patient-specific computational models that evolve with clinical data to support diagnosis, prognosis, and therapy optimisation. Mechanistic models provide physiological interpretability but remain computationally demanding, whereas data-driven approaches improve scalability yet risk limited robustness. Emerging physics-informed, graph-based, and hybrid methods integrate physical constraints with...
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