Model order reduction for left ventricular mechanics via congruency training
- Paolo Di Achille
- Jaimit Parikh
- et al.
- 2020
- PLoS ONE
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4 results for Svyatoslav Khamzin
Generative adversarial networks for construction of virtual populations of mechanistic models: simulations to study Omecamtiv Mecarbil action
- Jaimit Parikh
- Timothy Rumbell
- et al.
- 2021
- Journal of Pharmacokinetics and Pharmacodynamics
Machine Learning Prediction of Cardiac Resynchronisation Therapy Response From Combination of Clinical and Model-Driven Data
- Svyatoslav Khamzin
- Arsenii Dokuchaev
- et al.
- 2021
- Frontiers in Physiology
Gaussian process regressions for inverse problems and parameter searches in models of ventricular mechanics
- Paolo Di Achille
- Ahmed Harouni
- et al.
- 2018
- Frontiers in Physiology