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)

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)

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)

Inter-Rater Reliability of Unstructured Text Labeling: Artificially vs. Naturally Intelligent Approaches. - Gleb Danilov; Alexandra Kosyrkova; Maria Shults; Semen Melchenko; Tatyana Tsukanova; Michael A. Shifrin; Alexander Potapov (MIE, 2021)

Multinomial Classification of Neurosurgical Operations Using Gradient Boosting and Deep Learning Algorithms. - Gleb Danilov; Konstantin Kotik; Michael Shifrin; Yulya Strunina; Tatiana Pronkina; Tatyana Tsukanova; Vladimir Nepomnyashiy; Nikolay Konovalov; Alexander Potapov (ICIMTH, 2022)

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)

Data Quality Estimation Via Model Performance: Machine Learning as a Validation Tool. - Gleb Danilov; Konstantin Kotik; Michael Shifrin; Yulia Strunina; Tatiana Pronkina; Tatiana Tsukanova; Vladimir Nepomnyashiy; Nikolay Konovalov; Valeriy Danilov; Alexander Potapov (ICIMTH, 2023)