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Mikhail Goncharov
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CT-Based COVID-19 triage: Deep multitask learning improves joint identification and severity quantification
M Goncharov, M Pisov, A Shevtsov, B Shirokikh, A Kurmukov, I Blokhin, ...
Medical image analysis 71, 102054, 2021
882021
Incorporating task-specific structural knowledge into CNNs for brain midline shift detection
M Pisov, M Goncharov, N Kurochkina, S Morozov, V Gombolevskiy, ...
Interpretability of Machine Intelligence in Medical Image Computing and …, 2019
232019
Quantification of epicardial adipose tissue in low-dose computed tomography images
M Goncharov, V Chernina, M Pisov, V Gombolevskiy, S Morozov, ...
International Conference on Medical Imaging and Computer-Aided Diagnosis, 98-107, 2021
42021
vox2vec: A framework for self-supervised contrastive learning of voxel-level representations in medical images
M Goncharov, V Soboleva, A Kurmukov, M Pisov, M Belyaev
International Conference on Medical Image Computing and Computer-Assisted …, 2023
22023
Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support
M Pisov, M Goncharov, N Kurochkina, S Morozov, V Gombolevsky, ...
Springer, 2019
22019
Detection of Lung Cancer Cases in Chest CT Scans Utilizing Artificial Intelligence: A Retrospective Analysis of Data During the COVID-19 Pandemic
RA Zukov, IP Safontsev, MP Klimenok, TE Zabrodskaya, NA Merkulova, ...
medRxiv, 2023.12. 26.23299170, 2023
2023
Brain Midline Estimation with CNN and CRF
S Shimovolos, M Goncharov, M Pisov, M Belyaev
Информационные технологии и системы 2019 (ИТиС 2019), 420-427, 2019
2019
Ensembling Convolutional Neural Networks for Ischemic Stroke Lesion Segmentation Based on CT Images
M Goncharov, M Pisov, M Belyaev
ИТиС 2018, 85-89, 2018
2018
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Articles 1–8