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Solving Sample-Level Out-of-Distribution Detection on 3D Medical Images


Dec 13, 2022
Daria Frolova, Anton Vasiliuk, Mikhail Belyaev, Boris Shirokikh

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* 20 pages, 3 figures, submitted to Computerized Medical Imaging and Graphics 

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Exploring Structure-Wise Uncertainty for 3D Medical Image Segmentation


Nov 01, 2022
Anton Vasiliuk, Daria Frolova, Mikhail Belyaev, Boris Shirokikh

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Interpretable Vertebral Fracture Quantification via Anchor-Free Landmarks Localization


Apr 14, 2022
Alexey Zakharov, Maxim Pisov, Alim Bukharaev, Alexey Petraikin, Sergey Morozov, Victor Gombolevskiy, Mikhail Belyaev

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* arXiv admin note: text overlap with arXiv:2005.11960 

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Neglectable effect of brain MRI data prepreprocessing for tumor segmentation


Apr 11, 2022
Ekaterina Kondrateva, Polina Druzhinina, Alexandra Dalechina, Boris Shirokikh, Mikhail Belyaev, Anvar Kurmukov

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Adaptation to CT Reconstruction Kernels by Enforcing Cross-domain Feature Maps Consistency


Mar 28, 2022
Stanislav Shimovolos, Andrey Shushko, Mikhail Belyaev, Boris Shirokikh

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


Aug 21, 2021
Boris Shirokikh, Alexandra Dalechina, Alexey Shevtsov, Egor Krivov, Valery Kostjuchenko, Amayak Durgaryan, Mikhail Galkin, Andrey Golanov, Mikhail Belyaev

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Zero-Shot Domain Adaptation in CT Segmentation by Filtered Back Projection Augmentation


Aug 03, 2021
Talgat Saparov, Anvar Kurmukov, Boris Shirokih, Mikhail Belyaev

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* 10 pages, 3 figures 

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Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation


Jul 10, 2021
Ivan Zakazov, Boris Shirokikh, Alexey Chernyavskiy, Mikhail Belyaev

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* Accepted for MICCAI-2021 conference 

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First U-Net Layers Contain More Domain Specific Information Than The Last Ones


Aug 17, 2020
Boris Shirokikh, Ivan Zakazov, Alexey Chernyavskiy, Irina Fedulova, Mikhail Belyaev

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* Accepted to DART workshop at MICCAI-2020 

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