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Alexey Shevtsov
Alexey Shevtsov
Senior Machine Learning Engineer, AUMI AI Ltd.
Verified email at aumi.ai
Title
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Cited by
Year
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
892021
Universal loss reweighting to balance lesion size inequality in 3D medical image segmentation
B Shirokikh, A Shevtsov, A Kurmukov, A Dalechina, E Krivov, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
242020
Accelerating 3D medical image segmentation by adaptive small-scale target localization
B Shirokikh, A Shevtsov, A Dalechina, E Krivov, V Kostjuchenko, ...
Journal of Imaging 7 (2), 35, 2021
162021
Deep learning for brain tumor segmentation in radiosurgery: prospective clinical evaluation
B Shirokikh, A Dalechina, A Shevtsov, E Krivov, V Kostjuchenko, ...
International MICCAI Brainlesion Workshop, 119-128, 2019
72019
Systematic clinical evaluation of a deep learning method for medical image segmentation: radiosurgery application
B Shirokikh, A Dalechina, A Shevtsov, E Krivov, V Kostjuchenko, ...
IEEE Journal of Biomedical and Health Informatics 26 (7), 3037-3046, 2022
32022
Обратное взвешивание кросс-энтропии для улучшения качества сегментации очагов рака легкого
А Шевцов, Б Широких, М Беляев
Информационные технологии и системы 2019 (ИТиС 2019), 455-462, 2019
2019
Классификация метастаз головного мозга по анатомическим областям
А Шевцов, Е Кривов, М Беляев
ИТиС 2018, 68-75, 2018
2018
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