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Shirokikh, Boris
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1

Negligible effect of brain MRI data preprocessing for tumor..:

Kondrateva, Ekaterina ; Druzhinina, Polina ; Dalechina, Alexandra...
Biomedical Signal Processing and Control.  96 (2024)  - p. 106599 , 2024
Link: https://doi.org/10.1016/..
 
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2

Exploring Structure-Wise Uncertainty for 3D Medical Image S..:

, In: Medical Imaging and Computer-Aided Diagnosis; Lecture Notes in Electrical Engineering,
Vasiliuk, Anton ; Frolova, Daria ; Belyaev, Mikhail. - p. 15-26 , 2023
Link: https://doi.org/10.1007/..
 
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3

Limitations of Out-of-Distribution Detection in 3D Medical ..:

Vasiliuk, Anton ; Frolova, Daria ; Belyaev, Mikhail.
Journal of Imaging.  9 (2023)  9 - p. 191 , 2023
Link: https://doi.org/10.3390/..
 
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4

Redesigning Out-of-Distribution Detection on 3D Medical Ima..:

, In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging; Lecture Notes in Computer Science,
Vasiliuk, Anton ; Frolova, Daria ; Belyaev, Mikhail. - p. 126-135 , 2023
Link: https://doi.org/10.1007/..
 
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5

Systematic Clinical Evaluation of a Deep Learning Method fo..:

Shirokikh, Boris ; Dalechina, Alexandra ; Shevtsov, Alexey...
IEEE Journal of Biomedical and Health Informatics.  26 (2022)  7 - p. 3037-3046 , 2022
Link: https://doi.org/10.1109/..
 
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6

Adaptation to CT Reconstruction Kernels by Enforcing Cross-..:

Shimovolos, Stanislav ; Shushko, Andrey ; Belyaev, Mikhail.
Journal of Imaging.  8 (2022)  9 - p. 234 , 2022
Link: https://doi.org/10.3390/..
 
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7

CT-Based COVID-19 triage: Deep multitask learning improves ..:

Goncharov, Mikhail ; Pisov, Maxim ; Shevtsov, Alexey...
Medical Image Analysis.  71 (2021)  - p. 102054 , 2021
Link: https://doi.org/10.1016/..
 
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8

Accelerating 3D Medical Image Segmentation by Adaptive Smal..:

Shirokikh, Boris ; Shevtsov, Alexey ; Dalechina, Alexandra...
Journal of Imaging.  7 (2021)  2 - p. 35 , 2021
Link: https://doi.org/10.3390/..
 
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9

Zero-Shot Domain Adaptation in CT Segmentation by Filtered ..:

, In: Deep Generative Models, and Data Augmentation, Labelling, and Imperfections; Lecture Notes in Computer Science,
Saparov, Talgat ; Kurmukov, Anvar ; Shirokikh, Boris. - p. 243-250 , 2021
Link: https://doi.org/10.1007/..
 
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10

Anatomy of Domain Shift Impact on U-Net Layers in MRI Segme..:

, In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2021; Lecture Notes in Computer Science,
Zakazov, Ivan ; Shirokikh, Boris ; Chernyavskiy, Alexey. - p. 211-220 , 2021
Link: https://doi.org/10.1007/..
 
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11

Deep Learning for Brain Tumor Segmentation in Radiosurgery:..:

, In: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries; Lecture Notes in Computer Science,
Shirokikh, Boris ; Dalechina, Alexandra ; Shevtsov, Alexey... - p. 119-128 , 2020
Link: https://doi.org/10.1007/..
 
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12

First U-Net Layers Contain More Domain Specific Information..:

, In: Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning; Lecture Notes in Computer Science,
Shirokikh, Boris ; Zakazov, Ivan ; Chernyavskiy, Alexey.. - p. 117-126 , 2020
Link: https://doi.org/10.1007/..
 
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13

Universal Loss Reweighting to Balance Lesion Size Inequalit..:

, In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2020; Lecture Notes in Computer Science,
Shirokikh, Boris ; Shevtsov, Alexey ; Kurmukov, Anvar... - p. 523-532 , 2020
Link: https://doi.org/10.1007/..
 
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14

Limitations of Out-of-Distribution Detection in 3D Medical ..:

Vasiliuk, Anton ; Frolova, Daria ; Belyaev, Mikhail.
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10532230/.  , 2023
Link: http://www.ncbi.nlm.nih...
 
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15

CrossMoDA 2021 challenge: Benchmark of cross-modality domai..:

Dorent, Reuben ; Kujawa, Aaron ; Ivory, Marina...
Dorent , R , Kujawa , A , Ivory , M , Bakas , S , Rieke , N , Joutard , S , Glocker , B , Cardoso , J , Modat , M , Batmanghelich , K , Belkov , A , Calisto , M B , Choi , J W , Dawant , B M , Dong , H , Escalera , S , Fan , Y , Hansen , L , Heinrich , M P , Joshi , S , Kashtanova , V , Kim , H G , Kondo , S , Kruse , C N , Lai-Yuen , S K , Li , H , Liu , H , Ly , B , Oguz , I , Shin , H , Shirokikh , B , Su , Z , Wang , G , Wu , J , Xu , Y , Yao , K , Zhang , L , Ourselin , S , Shapey , J & Vercauteren , T 2023 , ' CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation ' , Medical Image Analysis , vol. 83 , 102628 . https://doi.org/10.1016/j.media.2022.102628.  , 2023
Link: https://kclpure.kcl.ac.u..
 
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