Incorporating Task-Specific Structural Knowledge into CNNs for Brain Midline Shift Detection. - Maxim Pisov; Mikhail Goncharov; Nadezhda Kurochkina; Sergey Morozov 002; Victor Gombolevskiy; Valeria Chernina; Anton Vladzymyrskyy; Ksenia Zamyatina; Anna Chesnokova; Igor Pronin; Michael Shifrin; Mikhail Belyaev (iMIMIC/ML-CDS@MICCAI, 2019)

Quantification of Epicardial Adipose Tissue in Low-Dose Computed Tomography Images. - Mikhail Goncharov; Valeria Chernina; Maxim Pisov; Victor Gombolevskiy; Sergey Morozov 002; Mikhail Belyaev (MICAD, 2021)

CT-Based COVID-19 triage: Deep multitask learning improves joint identification and severity quantification. - Mikhail Goncharov; Maxim Pisov; Alexey Shevtsov; Boris Shirokikh; Anvar Kurmukov; Ivan A. Blokhin; Valeria Chernina; Alexander Solovev; Victor Gombolevskiy; Sergey Morozov 002; Mikhail Belyaev (Medical Image Anal., 2021)

CLEF: Contrastive Learning of Equivariant Features in CT Images. - Ilya Kuleshov; Mikhail Goncharov; Vera Soboleva (FLARE@MICCAI, 2022)

vox2vec: A Framework for Self-supervised Contrastive Learning of Voxel-Level Representations in Medical Images. - Mikhail Goncharov; Vera Soboleva; Anvar Kurmukov; Maxim Pisov; Mikhail Belyaev (MICCAI (1), 2023)

The Impact of Deep Learning Aid on the Workload and Interpretation Accuracy of Radiologists on Chest Computed Tomography. - Anvar Kurmukov; Valeria Chernina; Regina Gareeva; Maria Dugova; Ekaterina Petrash; Olga Aleshina; Maxim Pisov; Boris Shirokikh; Valentin Samokhin; Vladislav Proskurov; Stanislav Shimovolos; Maria Basova; et al. (MICAD, 2024)

Anatomical Positional Embeddings. - Mikhail Goncharov; Valentin Samokhin; Eugenia Soboleva; Roman Sokolov; Boris Shirokikh; Mikhail Belyaev; Anvar Kurmukov; Ivan V. Oseledets (MICCAI (10), 2024)

Cirbo: A New Tool for Boolean Circuit Analysis and Synthesis. - Daniil Averkov; Tatiana Belova; Gregory Emdin; Mikhail Goncharov; Viktoriia Krivogornitsyna; Alexander S. Kulikov; Fedor Kurmazov; Daniil Levtsov; Georgie Levtsov; Vsevolod Vaskin; Aleksey Vorobiev (AAAI, 2025)

Medical Semantic Segmentation with Diffusion Pretrain. - David Li 004; Anvar Kurmukov; Mikhail Goncharov; Roman Sokolov; Mikhail Belyaev (CoRR, 2025)

Screener: Self-supervised Pathology Segmentation Model for 3D Medical Images. - Mikhail Goncharov; Eugenia Soboleva; Maria Donskova; Ivan V. Oseledets; Marina Munkhoeva; Maxim Panov (CoRR, 2025)