Electronic patient records system as a monitoring tool. - Michael A. Shifrin; Natalia Kurdumova; Gleb Danilov; Olga Ershova; Ivan Savin; Irina Alexandrova; Ekaterina Sokolova; Togrul Tabasaranskiy (MIE, 2015)

Diagnostic Games as a Teaching Tool. - Michael A. Shifrin; Gleb Danilov; Nikita E. Shklovskiy-Kordi; Boris Zingerman (ICIMTH, 2018)

Prediction of Postoperative Hospital Stay with Deep Learning Based on 101 654 Operative Reports in Neurosurgery. - Gleb Danilov; Konstantin Kotik; Michael A. Shifrin; Uliya Strunina; Tatyana Pronkina; Alexander Potapov (EFMI-STC, 2019)

An Information Extraction Algorithm for Detecting Adverse Events in Neurosurgery Using Documents Written in a Natural Rich-in-Morphology Language. - Gleb Danilov; Michael A. Shifrin; Uliya Strunina; Tatyana Pronkina; Alexander Potapov (ICIMTH, 2019)

Predicting Postoperative Hospital Stay in Neurosurgery with Recurrent Neural Networks Based on Operative Reports. - Gleb Danilov; Konstantin Kotik; Michael A. Shifrin; Uliya Strunina; Tatyana Pronkina; Alexander Potapov (MIE, 2020)

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)

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)

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)

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)

Artificial Intelligence: On the Way to Doctor's Trust. - Michael Shifrin; Anton Khavtorin; Gleb Danilov (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)

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)

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)

Radiogenomics in NF2-Associated Schwannomatosis (Neurofibromatosis Type II): Exploratory Data Analysis. - Gleb Danilov; Elizaveta Makashova; Mikhail Galkin 002; Kristina Karandasheva (ICIMTH, 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)

A Neurosurgical Instrument Segmentation Approach to Assess Microsurgical Movements. - Gleb Danilov; Oleg Pilipenko; Vasiliy Kostyumov; Sergey Trubetskoy; Narek Maloyan; Bulat Nutfullin; Eugeniy Ilyushin; David Pitskhelauri; Alexandra Zelenova; Andrey Bykanov (EFMI-STC, 2024)

Computer Vision for Assessing Surgical Movements in Neurosurgery. - Gleb Danilov; Vasiliy Kostyumov; Oleg Pilipenko; Eugene Ilyushin; David Pitskhelauri; Alexandra Zelenova; Andrey Bykanov (MIE, 2024)

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)