Detection of Muscle Weakness in Medical Texts Using Natural Language Processing. - Gleb Danilov; Michael A. Shifrin; Yuliya Strunina; Konstantin Kotik; Tatyana Tsukanova; Tatiana Pronkina; Timur Ishankulov; Elizaveta Makashova; Alexandra Kosyrkova; Alexander Potapov (MIE, 2020)

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)

Semiautomatic Identification of Pulmonary Embolism in Electronic Health Records Through Sentence Labeling. - Gleb Danilov; Timur Ishankulov; Alexandra Kosyrkova; Maria Shults; Semen Melchenko; Tatyana Tsukanova; Michael A. Shifrin; Alexander Potapov (ICIMTH, 2021)

A Comparison of Word Embeddings to Study Complications in Neurosurgery. - Gleb Danilov; Konstantin Kotik; Michael A. Shifrin; Yuliya Strunina; Tatyana Pronkina; Tatyana Tsukanova; Timur Ishankulov; Maria Shults; Elizaveta Makashova; Yaroslav Latyshev; Rinat Sufianov; Oleg Sharipov; et al. (ICIMTH, 2021)

Length of Stay Prediction in Neurosurgery with Russian GPT-3 Language Model Compared to Human Expectations. - Gleb Danilov; Konstantin Kotik; Elena Shevchenko; Dmitriy Usachev; Michael A. Shifrin; Yuliya Strunina; Tatyana Tsukanova; Timur Ishankulov; Vasiliy Lukshin; Alexander Potapov (ICIMTH, 2021)

Prediction of Postoperative Speech Dysfunction Based on Cortico-Cortical Evoked Potentials and Machine Learning. - Timur Ishankulov; Gleb Danilov; David Pitskhelauri; Oleg Titov; Anna Ogurtsova; Svetlana Buklina; Evgeniy Gulaev; Tatyana Konakova; Andrey Bykanov (ICIMTH, 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)

The Classification of Scientific Abstracts Using Text Statistical Features. - Timur Ishankulov; Gleb Danilov; Konstantin Kotik; Yuriy Orlov; Mikhail Shifrin; Alexander Potapov (MedInfo, 2021)

The Classification of Short Scientific Texts Using Pretrained BERT Model. - Gleb Danilov; Timur Ishankulov; Konstantin Kotik; Yuriy Orlov; Michael A. Shifrin; Alexander Potapov (MIE, 2021)

Predicting the Length of Stay in Neurosurgery with RuGPT-3 Language Model. - Gleb Danilov; Konstantin Kotik; Elena Shevchenko; Dmitriy Usachev; Michael Shifrin; Yuliya Strunina; Tatyana Tsukanova; Timur Ishankulov; Vasiliy Lukshin; Alexander Potapov (ICIMTH, 2022)

The Prediction of Functional Outcome After Microsurgical Treatment of Unruptured Intracranial Aneurysm Based on Machine Learning. - Timur Ishankulov; Fyodor Grebenev; Uliya Strunina; Oleg Shekhtman; Shalva Eliava; Gleb Danilov (MIE, 2022)