Model order reduction for left ventricular mechanics via congruency training

por Di Achille, Paolo, Parikh, Jaimit, Khamzin, Svyatoslav, Solovyova, Olga, Kozloski, James, Gurev, Viatcheslav
Publicado 2020

Gaussian Process Regressions for Inverse Problems and Parameter Searches in Models of Ventricular Mechanics

por Di Achille, Paolo, Harouni, Ahmed, Khamzin, Svyatoslav, Solovyova, Olga, Rice, John J., Gurev, Viatcheslav
Publicado 2018

Combination of personalized computational modeling and machine learning for optimization of left ventricular pacing site in cardiac resynchronization therapy

por Dokuchaev, Arsenii, Chumarnaya, Tatiana, Bazhutina, Anastasia, Khamzin, Svyatoslav, Lebedeva, Viktoria, Lyubimtseva, Tamara, Zubarev, Stepan, Lebedev, Dmitry, Solovyova, Olga
Publicado 2023

Machine Learning Prediction of Cardiac Resynchronisation Therapy Response From Combination of Clinical and Model-Driven Data

por Khamzin, Svyatoslav, Dokuchaev, Arsenii, Bazhutina, Anastasia, Chumarnaya, Tatiana, Zubarev, Stepan, Lyubimtseva, Tamara, Lebedeva, Viktoria, Lebedev, Dmitry, Gurev, Viatcheslav, Solovyova, Olga
Publicado 2021

Generative adversarial networks for construction of virtual populations of mechanistic models: simulations to study Omecamtiv Mecarbil action

por Parikh, Jaimit, Rumbell, Timothy, Butova, Xenia, Myachina, Tatiana, Acero, Jorge Corral, Khamzin, Svyatoslav, Solovyova, Olga, Kozloski, James, Khokhlova, Anastasia, Gurev, Viatcheslav
Publicado 2021