Tatiana Chumarnaya

Comparison of Unet architectures for segmentation of the left ventricle endocardial border on two-dimensional ultrasound images

Vasily Zyuzin, Tatiana Chumarnaya · 2019 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology (USBEREIT) · 2019 · 39 citations

Veterinary Medicine, Biomedical Engineering, Cardiology +16

Identification of the left ventricle endocardial border on two-dimensional ultrasound images using the convolutional neural network Unet

Vasily Zyuzin, Porshnev Sergey, Tatiana Chumarnaya et al. · 2018 · 30 citations

Medicine, Cardiology, Computer Vision +15

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

Svyatoslav Khamzin, Arsenii Dokuchaev, Anastasia Bazhutina et al. · Frontiers in Physiology · 2021 · 26 citations · Full text

Medicine, Cardiology, Electrophysiology +16

Segmentation of 2D Echocardiography Images using Residual Blocks in U-Net Architectures

Vasily Zyuzin, Denis Neustroev, Tatiana Chumarnaya · 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology (USBEREIT) · 2020 · 17 citations

Veterinary Medicine, Biomedical Engineering, Cardiology +17

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

Arsenii Dokuchaev, Tatiana Chumarnaya, Anastasia Bazhutina et al. · Frontiers in Physiology · 2023 · 11 citations · Full text

Medicine, Cardiology, Computational Phenotyping +11