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Anvar Kurmukov
Publication Activity (10 Years)
Years Active: 2016-2023
Publications (10 Years): 22
Top Topics
Medical Image Segmentation
Ensemble Clustering
Human Brain
Spatially Adaptive
Top Venues
CoRR
CNI@MICCAI
GRAIL/MFCA/MICGen@MICCAI
ICDM Workshops
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Publications
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Mikhail Goncharov
,
Vera Soboleva
,
Anvar Kurmukov
,
Maxim Pisov
,
Mikhail Belyaev
vox2vec: A Framework for Self-supervised Contrastive Learning of Voxel-level Representations in Medical Images.
CoRR
(2023)
Mikhail Goncharov
,
Vera Soboleva
,
Anvar Kurmukov
,
Maxim Pisov
,
Mikhail Belyaev
vox2vec: A Framework for Self-supervised Contrastive Learning of Voxel-Level Representations in Medical Images.
MICCAI (1)
(2023)
Alexander Stolpovsky
,
Elizaveta Dakhova
,
Polina Druzhinina
,
Polina Postnikova
,
Daniil Kudinsky
,
Alexander Smirnov
,
Anastasia Sukhinina
,
Alexander Lila
,
Anvar Kurmukov
RheumaVIT: transformer-based model for Automated Scoring of Hand Joints in Rheumatoid Arthritis.
ICCV (Workshops)
(2023)
Ekaterina Kondrateva
,
Polina Druzhinina
,
Alexandra Dalechina
,
Boris Shirokikh
,
Mikhail Belyaev
,
Anvar Kurmukov
Neglectable effect of brain MRI data prepreprocessing for tumor segmentation.
CoRR
(2022)
Talgat Saparov
,
Anvar Kurmukov
,
Boris Shirokikh
,
Mikhail Belyaev
Zero-Shot Domain Adaptation in CT Segmentation by Filtered Back Projection Augmentation.
CoRR
(2021)
Polina Druzhinina
,
Ekaterina Kondrateva
,
Arseny Bozhenko
,
Vyacheslav Yarkin
,
Maxim Sharaev
,
Anvar Kurmukov
BRATS2021: Exploring Each Sequence in Multi-modal Input for Baseline U-net Performance.
BrainLes@MICCAI (1)
(2021)
Mikhail Goncharov
,
Maxim Pisov
,
Alexey Shevtsov
,
Boris Shirokikh
,
Anvar Kurmukov
,
Ivan A. Blokhin
,
Valeria Chernina
,
Alexander Solovev
,
Victor Gombolevskiy
,
Sergey Morozov
,
Mikhail Belyaev
CT-Based COVID-19 triage: Deep multitask learning improves joint identification and severity quantification.
Medical Image Anal.
71 (2021)
Anvar Kurmukov
,
Aleksandra Dalechina
,
Talgat Saparov
,
Mikhail Belyaev
,
Svetlana Zolotova
,
Andrey Golanov
,
Anna Nikolaeva
Challenges in Building of Deep Learning Models for Glioblastoma Segmentation: Evidence from Clinical Data.
MIE
(2021)
Yuji Zhao
,
Anvar Kurmukov
,
Boris A. Gutman
Spatially Adaptive Morphometric Knowledge Transfer Across Neurodegenerative Diseases.
ISBI
(2021)
Talgat Saparov
,
Anvar Kurmukov
,
Boris Shirokikh
,
Mikhail Belyaev
Zero-Shot Domain Adaptation in CT Segmentation by Filtered Back Projection Augmentation.
DGM4MICCAI/DALI@MICCAI
(2021)
Boris Shirokikh
,
Alexey Shevtsov
,
Anvar Kurmukov
,
Alexandra Dalechina
,
Egor Krivov
,
Valery Kostjuchenko
,
Andrey Golanov
,
Mikhail Belyaev
Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation.
CoRR
(2020)
Anvar Kurmukov
,
Ayagoz Mussabaeva
,
Yulia Denisova
,
Daniel Moyer
,
Neda Jahanshad
,
Paul M. Thompson
,
Boris A. Gutman
Optimizing Connectivity-Driven Brain Parcellation Using Ensemble Clustering.
Brain Connect.
10 (4) (2020)
Mikhail Goncharov
,
Maxim Pisov
,
Alexey Shevtsov
,
Boris Shirokikh
,
Anvar Kurmukov
,
Ivan A. Blokhin
,
Valeria Chernina
,
Alexander Solovev
,
Victor Gombolevskiy
,
Sergey Morozov
,
Mikhail Belyaev
CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification.
CoRR
(2020)
Boris Shirokikh
,
Alexey Shevtsov
,
Anvar Kurmukov
,
Alexandra Dalechina
,
Egor Krivov
,
Valery Kostjuchenko
,
Andrey Golanov
,
Mikhail Belyaev
Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation.
MICCAI (4)
(2020)
Anvar Kurmukov
,
Yuji Zhao
,
Ayagoz Mussabaeva
,
Boris Gutman
Constraining Disease Progression Models Using Subject Specific Connectivity Priors.
CNI@MICCAI
(2019)
Ayagoz Mussabayeva
,
Maxim Pisov
,
Anvar Kurmukov
,
Alexey Kroshnin
,
Yulia Denisova
,
Li Shen
,
Shan Cong
,
Lei Wang
,
Boris Gutman
Diffeomorphic Metric Learning and Template Optimization for Registration-Based Predictive Models.
MBIA/MFCA@MICCAI
(2019)
Ayagoz Mussabayeva
,
Alexey Kroshnin
,
Anvar Kurmukov
,
Yulia Denisova
,
Li Shen
,
Shan Cong
,
Lei Wang
,
Boris A. Gutman
Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms.
ShapeMI@MICCAI
(2018)
Anvar Kurmukov
,
Ayagoz Mussabayeva
,
Yulia Denisova
,
Daniel Moyer
,
Boris Gutman
Connectivity-Driven Brain Parcellation via Consensus Clustering.
CoRR
(2018)
Ayagoz Mussabayeva
,
Alexey Kroshnin
,
Anvar Kurmukov
,
Yulia Dodonova
,
Li Shen
,
Shan Cong
,
Lei Wang
,
Boris A. Gutman
Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms.
CoRR
(2018)
Anvar Kurmukov
,
Ayagoz Musabayeva
,
Yulia Denisova
,
Daniel Moyer
,
Boris Gutman
Connectivity-Driven Brain Parcellation via Consensus Clustering.
CNI@MICCAI
(2018)
Anvar Kurmukov
,
Marina Ananyeva
,
Yulia Dodonova
,
Boris Gutman
,
Joshua Faskowitz
,
Neda Jahanshad
,
Paul M. Thompson
,
Leonid Zhukov
Classifying Phenotypes Based on the Community Structure of Human Brain Networks.
GRAIL/MFCA/MICGen@MICCAI
(2017)
Anvar Kurmukov
,
Yulia Dodonova
,
Leonid Zhukov
Classification of Normal and Pathological Brain Networks Based on Similarity in Graph Partitions.
ICDM Workshops
(2016)