Inferring Parameters of Pyramidal Neuron Excitability in Mouse Models of Alzheimer’s Disease Using Biophysical Modeling and Deep Learning
- Soheil Saghafi
- Timothy Rumbell
- et al.
- 2024
- Bulletin of Mathematical Biology
Publications
21 results for Viatcheslav Gurev
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
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
The 'Digital Twin' to enable the vision of precision cardiology
- Jorge Corral-Acero
- Francesca Margara
- et al.
- 2020
- European Heart Journal
Model order reduction for left ventricular mechanics via congruency training
- Paolo Di Achille
- Jaimit Parikh
- et al.
- 2020
- PLoS ONE
Global sensitivity analysis of ventricular myocyte model-derived metrics for proarrhythmic risk assessment
- Jaimit Parikh
- Paolo Di Achille
- et al.
- 2019
- Frontiers in Pharmacology
Beyond backprop: Online alternating minimization with auxiliary variables
- Anna Choromanska
- Benjamin Cowen
- et al.
- 2019
- ICML 2019
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
Estimating the probabilities of rare arrhythmic events in multiscale computational models of cardiac cells and tissue
- Mark A. Walker
- Viatcheslav Gurev
- et al.
- 2017
- PLoS Computational Biology
Novel two-step classifier for Torsades de Pointes risk stratification from direct features
- Jaimit Parikh
- Viatcheslav Gurev
- et al.
- 2017
- Frontiers in Pharmacology