q-bio.QM · 2026-09-29 · No. 128
Quantitative Methods, 2026-09-29.
1 new papers in q-bio.QM. Titles, authors,
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01 — The papers
1 entries-
01
Uncertainty Quantification in Cardiac Model Personalisation from Ultrafast Ultrasound
Camilla Ferrario, Maelys Venet, Olivier Villemain, Maxime Sermesant
q-bio.QM · cs.LG · physics.med-ph
Cardiac model personalisation requires inferring mechanical parameters that are not directly measurable in vivo. Ultrafast ultrasound shear wave elastography (SWE) enables non-invasive tracking of myocardial stiffness dynamics over the cardiac cycle, providing a target for personalisation. However, mapping these observations to subject specific model parameters remains ill-posed, as multiple parameter sets can reproduce the same stiffness...
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