Publications by authors named "Mikhail Belyaev"

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Opportunistic screening for osteoporosis using artificial intelligence-based morphometric analysis of chest computed tomography images: a retrospective multi-center study in Russia leveraging the COVID-19 pandemic.
Alexey Vladimirovich Petraikin, Perry Joseph Pickhardt, Mikhail Gennadevich Belyaev, Zhanna Evgenievna Belaya, Maxim Evgenievich Pisov

Asian Spine J· June 2025

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Limitations of Out-of-Distribution Detection in 3D Medical Image Segmentation.
Anton Vasiliuk, Daria Frolova, Mikhail Belyaev, Boris Shirokikh

J Imaging· September 2023

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Interpretable vertebral fracture quantification via anchor-free landmarks localization.
Alexey Zakharov, Maxim Pisov, Alim Bukharaev, Alexey Petraikin, Sergey Morozov, Mikhail Belyaev

Med Image Anal· January 2023

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Adaptation to CT Reconstruction Kernels by Enforcing Cross-Domain Feature Maps Consistency.
Stanislav Shimovolos, Andrey Shushko, Mikhail Belyaev, Boris Shirokikh

J Imaging· August 2022

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Systematic Clinical Evaluation of a Deep Learning Method for Medical Image Segmentation: Radiosurgery Application.
Boris Shirokikh, Alexandra Dalechina, Alexey Shevtsov, Egor Krivov, Valery Kostjuchenko, Mikhail Belyaev

IEEE J Biomed Health Inform· July 2022

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CT-Based COVID-19 triage: Deep multitask learning improves joint identification and severity quantification.
Mikhail Goncharov, Maxim Pisov, Alexey Shevtsov, Boris Shirokikh, Anvar Kurmukov, Mikhail Belyaev

Med Image Anal· July 2021

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Challenges in Building of Deep Learning Models for Glioblastoma Segmentation: Evidence from Clinical Data.
Anvar Kurmukov, Aleksandra Dalechina, Talgat Saparov, Mikhail Belyaev, Svetlana Zolotova

Stud Health Technol Inform· May 2021

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Accelerating 3D Medical Image Segmentation by Adaptive Small-Scale Target Localization.
Boris Shirokikh, Alexey Shevtsov, Alexandra Dalechina, Egor Krivov, Valery Kostjuchenko, Mikhail Belyaev

J Imaging· February 2021

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Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge.
Hugo J Kuijf, J Matthijs Biesbroek, Jeroen De Bresser, Rutger Heinen, Simon Andermatt, Mikhail Belyaev

IEEE Trans Med Imaging· November 2019

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ISLES 2016 and 2017-Benchmarking Ischemic Stroke Lesion Outcome Prediction Based on Multispectral MRI.
Stefan Winzeck, Arsany Hakim, Richard McKinley, José A A D S R Pinto, Victor Alves, Mikhail Belyaev

Front Neurol· September 2018

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