Functional Brain Areas Mapping in Patients with Glioma Based on Resting-State fMRI Data Decomposition. - Maksim Sharaev; Alexander Smirnov; Tatiana Melnikova-Pitskhelauri; Vyacheslav A. Orlov; Evgeny Burnaev; Igor Pronin; David Pitskhelauri; Alexander Bernstein (ICDM Workshops, 2018)

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)

Best Research Practice Implementation: The Experience of the N.N. Burdenko National Medical Research Center of Neurosurgery. - Gleb Danilov; Michael Shifrin; Yulia Strunina; Timur Ishankulov; Timur Zagidullin; Elizaveta Makashova; Igor Pronin; Nikolay Konovalov; Alexander Potapov (EFMI-STC, 2021)

Noninvasive Glioma Grading with Deep Learning: A Pilot Study. - Gleb Danilov; Vladislav Korolev; Michael Shifrin; Eugene Ilyushin; Narek Maloyan; Daniel Saada; Timur Ishankulov; Ramin Afandiev; Alexander Shevchenko; Tatyana Konakova; Tatyana Tsukanova; Svetlana Shugay; et al. (MedInfo, 2021)

Predicting the Increase in Postoperative Motor Deficits in Patients with Supratentorial Gliomas Using Machine Learning Methods. - Alexandra Kosyrkova; Eugene Ilyushin; Daniel Saada; Ramin Afandiev; Alexander Baev; Eudard Pogosbekyan; Vladimir Okhlopkov; Gleb Danilov; Artem Batalov; Igor Pronin; Natalia Zakharova; Anna Ogurtsova; et al. (DAMDID/RCDL (Supplementary Proceedings), 2021)

Radiomics Enhances Diagnostic and Prognostic Value of Diffusion Kurtosis Imaging in Diffuse Axonal Injury. - Gleb Danilov; Ramin Afandiev; Eudard Pogosbekyan; Sergey Goryaynov; Igor Pronin; Natalia Zakharova (EFMI-STC, 2023)

The Assessment of Glioblastoma Metabolic Activity via 11C-Methionine PET and Radiomics. - Gleb Danilov; Diana Kalaeva; Nina Vikhrova; Tatiana Konakova; Anna Zagorodnova; Angelina Popova; Andrey Postnov; Svetlana Shugay; Michael Shifrin; Igor Pronin (MIE, 2023)

Reproducibility of Radiomic Features in Glial Brain Tumors. - Gleb Danilov; Alexander Shevchenko; Ramin Afandiev; Artem Batalov; Eudard Pogosbekyan; Natalia Zakharova; Svetlana Shugay; Igor Pronin (MIE, 2024)