Alexey Shevtsov | DeepAI

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Featured Co-authors

Mikhail Belyaev
26 publications
Mikhail Galkin
15 publications
Boris Shirokikh
12 publications
Maxim Pisov
7 publications
Anvar Kurmukov
6 publications
Alexandra Dalechina
6 publications
Andrey Golanov
6 publications
Egor Krivov
5 publications
Valery Kostjuchenko
5 publications
Victor Gombolevskiy
4 publications
Sergey Morozov
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research

∙ 08/21/2021

Systematic Clinical Evaluation of A Deep Learning Method for Medical Image Segmentation: Radiosurgery Application

We systematically evaluate a Deep Learning (DL) method in a 3D medical i...

0 Boris Shirokikh, et al. ∙

research

∙ 07/20/2020

Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation

Target imbalance affects the performance of recent deep learning methods...

0 Boris Shirokikh, et al. ∙

research

∙ 06/02/2020

CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification

The current COVID-19 pandemic overloads healthcare systems, including ra...

0 Mikhail Goncharov, et al. ∙

research

∙ 09/06/2019

Deep Learning for Brain Tumor Segmentation in Radiosurgery: Prospective Clinical Evaluation

Stereotactic radiosurgery is a minimally-invasive treatment option for a...

0 Boris Shirokikh, et al. ∙