Andrey Golanov

14 papers B 1Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
Negligible effect of brain MRI data preprocessing for tumor segmentation.
Biomed. Signal Process. Control.
Ekaterina Kondrateva, Polina Druzhinina, Alexandra Dalechina, Svetlana Zolotova, Andrey Golanov, Boris Shirokikh, Mikhail Belyaev, Anvar Kurmukov
2022 J jnl
Systematic Clinical Evaluation of a Deep Learning Method for Medical Image Segmentation: Radiosurgery Application.
IEEE J. Biomed. Health Informatics
Boris Shirokikh, Alexandra Dalechina, Alexey Shevtsov, Egor Krivov, Valery Kostjuchenko, Amayak Durgaryan, Mikhail Galkin, Andrey Golanov, Mikhail Belyaev
2021 J jnl
Accelerating 3D Medical Image Segmentation by Adaptive Small-Scale Target Localization.
J. Imaging
Boris Shirokikh, Alexey Shevtsov, Alexandra Dalechina, Egor Krivov, Valery Kostjuchenko, Andrey Golanov, Victor Gombolevskiy, Sergey Morozov, Mikhail Belyaev
2021 — conf
Challenges in Building of Deep Learning Models for Glioblastoma Segmentation: Evidence from Clinical Data.
MIE
Anvar Kurmukov, Aleksandra Dalechina, Talgat Saparov, Mikhail Belyaev, Svetlana Zolotova, Andrey Golanov, Anna Nikolaeva
2021 J jnl
Systematic Clinical Evaluation of A Deep Learning Method for Medical Image Segmentation: Radiosurgery Application.
CoRR
Boris Shirokikh, Alexandra Dalechina, Alexey Shevtsov, Egor Krivov, Valery Kostjuchenko, Amayak Durgaryan, Mikhail Galkin, Andrey Golanov, Mikhail Belyaev
2020 B conf
Multidomain CT Metal Artifacts Reduction Using Partial Convolution Based Inpainting.
IJCNN
Artem Pimkin, Alexander Samoylenko, Natalia Antipina, Anna Ovechkina, Andrey Golanov, Alexandra Dalechina, Mikhail Belyaev
2020 — conf
Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation.
MICCAI (4)
Boris Shirokikh, Alexey Shevtsov, Anvar Kurmukov, Alexandra Dalechina, Egor Krivov, Valery Kostjuchenko, Andrey Golanov, Mikhail Belyaev
2020 J jnl
Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation.
CoRR
Boris Shirokikh, Alexey Shevtsov, Anvar Kurmukov, Alexandra Dalechina, Egor Krivov, Valery Kostjuchenko, Andrey Golanov, Mikhail Belyaev
2019 — conf
Deep Learning for Brain Tumor Segmentation in Radiosurgery: Prospective Clinical Evaluation.
BrainLes@MICCAI (1)
Boris Shirokikh, Alexandra Dalechina, Alexey Shevtsov, Egor Krivov, Valery Kostjuchenko, Amayak Durgaryan, Mikhail Galkin, Ivan Osinov, Andrey Golanov, Mikhail Belyaev
2019 J jnl
Deep Learning for Brain Tumor Segmentation in Radiosurgery: Prospective Clinical Evaluation.
CoRR
Boris Shirokikh, Alexandra Dalechina, Alexey Shevtsov, Egor Krivov, Valery Kostjuchenko, Amayak Durgaryan, Mikhail Galkin, Ivan Osinov, Andrey Golanov, Mikhail Belyaev
2019 J jnl
Multi-domain CT metal artifacts reduction using partial convolution based inpainting.
CoRR
Artem Pimkin, Alexander Samoylenko, Natalia Antipina, Anna Ovechkina, Andrey Golanov, Alexandra Dalechina, Mikhail Belyaev
2018 J jnl
Brain Tumor Image Retrieval via Multitask Learning.
CoRR
Maxim Pisov, Gleb Makarchuk, Valery Kostjuchenko, Alexandra Dalechina, Andrey Golanov, Mikhail Belyaev
2018 J jnl
Tumor Delineation For Brain Radiosurgery by a ConvNet and Non-Uniform Patch Generation.
CoRR
Egor Krivov, Valery Kostjuchenko, Alexandra Dalechina, Boris Shirokikh, Gleb Makarchuk, Alexander Denisenko, Andrey Golanov, Mikhail Belyaev
2018 — conf
Tumor Delineation for Brain Radiosurgery by a ConvNet and Non-uniform Patch Generation.
Patch-MI@MICCAI
Egor Krivov, Valery Kostjuchenko, Alexandra Dalechina, Boris Shirokikh, Gleb Makarchuk, Alexander Denisenko, Andrey Golanov, Mikhail Belyaev