Tumor Delineation for Brain Radiosurgery by a ConvNet and Non-uniform Patch Generation. - Egor Krivov; Valery Kostjuchenko; Alexandra Dalechina; Boris Shirokikh; Gleb Makarchuk; Alexander Denisenko; Andrey Golanov; Mikhail Belyaev (Patch-MI@MICCAI, 2018)

Brain Tumor Image Retrieval via Multitask Learning. - Maxim Pisov; Gleb Makarchuk; Valery Kostjuchenko; Alexandra Dalechina; Andrey Golanov; Mikhail Belyaev (CoRR, 2018)

Deep Learning for Brain Tumor Segmentation in Radiosurgery: Prospective Clinical Evaluation. - Boris Shirokikh; Alexandra Dalechina; Alexey Shevtsov; Egor Krivov; Valery Kostjuchenko; Amayak Durgaryan; Mikhail Galkin 002; Ivan Osinov; Andrey Golanov; Mikhail Belyaev (BrainLes@MICCAI (1), 2019)

Multi-domain CT metal artifacts reduction using partial convolution based inpainting. - Artem Pimkin; Alexander Samoylenko; Natalia Antipina; Anna Ovechkina; Andrey Golanov; Alexandra Dalechina; Mikhail Belyaev (CoRR, 2019)

Multidomain CT Metal Artifacts Reduction Using Partial Convolution Based Inpainting. - Artem Pimkin; Alexander Samoylenko; Natalia Antipina; Anna Ovechkina; Andrey Golanov; Alexandra Dalechina; Mikhail Belyaev (IJCNN, 2020)

Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation. - Boris Shirokikh; Alexey Shevtsov; Anvar Kurmukov; Alexandra Dalechina; Egor Krivov; Valery Kostjuchenko; Andrey Golanov; Mikhail Belyaev (MICCAI (4), 2020)

Challenges in Building of Deep Learning Models for Glioblastoma Segmentation: Evidence from Clinical Data. - Anvar Kurmukov; Aleksandra Dalechina; Talgat Saparov; Mikhail Belyaev; Svetlana Zolotova; Andrey Golanov; Anna Nikolaeva (MIE, 2021)

Accelerating 3D Medical Image Segmentation by Adaptive Small-Scale Target Localization. - Boris Shirokikh; Alexey Shevtsov; Alexandra Dalechina; Egor Krivov; Valery Kostjuchenko; Andrey Golanov; Victor Gombolevskiy; Sergey Morozov 002; Mikhail Belyaev (J. Imaging, 2021)

Systematic Clinical Evaluation of a Deep Learning Method for Medical Image Segmentation: Radiosurgery Application. - Boris Shirokikh; Alexandra Dalechina; Alexey Shevtsov; Egor Krivov; Valery Kostjuchenko; Amayak Durgaryan; Mikhail Galkin 002; Andrey Golanov; Mikhail Belyaev (IEEE J. Biomed. Health Informatics, 2022)

Negligible effect of brain MRI data preprocessing for tumor segmentation. - Ekaterina Kondrateva; Polina Druzhinina; Alexandra Dalechina; Svetlana Zolotova; Andrey Golanov; Boris Shirokikh; Mikhail Belyaev; Anvar Kurmukov (Biomed. Signal Process. Control., 2024)