Gleb Danilov

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 23

Top Topics

Thalamic Nuclei

Patient Records

Evoked Potentials

Top Venues

Publications

Gleb Danilov, Konstantin Kotik, Michael Shifrin, Yulia Strunina, Tatiana Pronkina, Tatiana Tsukanova, Vladimir Nepomnyashiy, Nikolay Konovalov, Valeriy Danilov, Alexander Potapov
Data Quality Estimation Via Model Performance: Machine Learning as a Validation Tool. ICIMTH (2023)
Gleb Danilov, Elizaveta Makashova, Mikhail Galkin, Kristina Karandasheva
Radiogenomics in NF2-Associated Schwannomatosis (Neurofibromatosis Type II): Exploratory Data Analysis. ICIMTH (2023)
Gleb Danilov, Diana Kalaeva, Nina Vikhrova, Tatiana Konakova, Anna Zagorodnova, Angelina Popova, Andrey Postnov, Svetlana Shugay, Michael Shifrin, Igor Pronin
C-Methionine PET and Radiomics. MIE (2023)
Gleb Danilov, Ramin Afandiev, Eudard Pogosbekyan, Sergey Goryaynov, Igor Pronin, Natalia Zakharova
Radiomics Enhances Diagnostic and Prognostic Value of Diffusion Kurtosis Imaging in Diffuse Axonal Injury. EFMI-STC (2023)
Timur Ishankulov, Fyodor Grebenev, Uliya Strunina, Oleg Shekhtman, Shalva Eliava, Gleb Danilov
The Prediction of Functional Outcome After Microsurgical Treatment of Unruptured Intracranial Aneurysm Based on Machine Learning. MIE (2022)
Michael Shifrin, Anton Khavtorin, Gleb Danilov
Artificial Intelligence: On the Way to Doctor's Trust. ICIMTH (2022)
Gleb Danilov, Konstantin Kotik, Elena Shevchenko, Dmitriy Usachev, Michael Shifrin, Yuliya Strunina, Tatyana Tsukanova, Timur Ishankulov, Vasiliy Lukshin, Alexander Potapov
Predicting the Length of Stay in Neurosurgery with RuGPT-3 Language Model. ICIMTH (2022)
Gleb Danilov, Konstantin Kotik, Michael Shifrin, Yulya Strunina, Tatiana Pronkina, Tatyana Tsukanova, Vladimir Nepomnyashiy, Nikolay Konovalov, Alexander Potapov
Multinomial Classification of Neurosurgical Operations Using Gradient Boosting and Deep Learning Algorithms. ICIMTH (2022)
Gleb Danilov, Konstantin Kotik, Elena Shevchenko, Dmitriy Usachev, Michael A. Shifrin, Yuliya Strunina, Tatyana Tsukanova, Timur Ishankulov, Vasiliy Lukshin, Alexander Potapov
Length of Stay Prediction in Neurosurgery with Russian GPT-3 Language Model Compared to Human Expectations. ICIMTH (2021)
Gleb Danilov, Vladislav Korolev, Michael Shifrin, Eugene Ilyushin, Narek Maloyan, Daniel Saada, Timur Ishankulov, Ramin Afandiev, Alexander Shevchenko, Tatyana Konakova, Tatyana Tsukanova, Svetlana Shugay, Igor Pronin, Alexander Potapov
Noninvasive Glioma Grading with Deep Learning: A Pilot Study. MedInfo (2021)
Alexandra Kosyrkova, Eugene Ilyushin, Daniel Saada, Ramin Afandiev, Alexander Baev, Eudard Pogosbekyan, Vladimir Okhlopkov, Gleb Danilov, Artem Batalov, Igor Pronin, Natalia Zakharova, Anna Ogurtsova, Alexander Kravchuck, David Pitskhelauri, Alexander Potapov, Sergey Goryaynov
Predicting the Increase in Postoperative Motor Deficits in Patients with Supratentorial Gliomas Using Machine Learning Methods. DAMDID/RCDL (Supplementary Proceedings) (2021)
Timur Ishankulov, Gleb Danilov, Konstantin Kotik, Yuriy Orlov, Mikhail Shifrin, Alexander Potapov
The Classification of Scientific Abstracts Using Text Statistical Features. MedInfo (2021)
Gleb Danilov, Timur Ishankulov, Konstantin Kotik, Yuriy Orlov, Michael A. Shifrin, Alexander Potapov
The Classification of Short Scientific Texts Using Pretrained BERT Model. MIE (2021)
Gleb Danilov, Timur Ishankulov, Alexandra Kosyrkova, Maria Shults, Semen Melchenko, Tatyana Tsukanova, Michael A. Shifrin, Alexander Potapov
Semiautomatic Identification of Pulmonary Embolism in Electronic Health Records Through Sentence Labeling. ICIMTH (2021)
Gleb Danilov, Alexandra Kosyrkova, Maria Shults, Semen Melchenko, Tatyana Tsukanova, Michael A. Shifrin, Alexander Potapov
Inter-Rater Reliability of Unstructured Text Labeling: Artificially vs. Naturally Intelligent Approaches. MIE (2021)
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, Anton Nazarenko, Nikolay Konovalov, Alexander Potapov
A Comparison of Word Embeddings to Study Complications in Neurosurgery. ICIMTH (2021)
Timur Ishankulov, Gleb Danilov, David Pitskhelauri, Oleg Titov, Anna Ogurtsova, Svetlana Buklina, Evgeniy Gulaev, Tatyana Konakova, Andrey Bykanov
Prediction of Postoperative Speech Dysfunction Based on Cortico-Cortical Evoked Potentials and Machine Learning. ICIMTH (2021)
Gleb Danilov, Michael Shifrin, Yulia Strunina, Timur Ishankulov, Timur Zagidullin, Elizaveta Makashova, Igor Pronin, Nikolay Konovalov, Alexander Potapov
Best Research Practice Implementation: The Experience of the N.N. Burdenko National Medical Research Center of Neurosurgery. EFMI-STC (2021)
Gleb Danilov, Konstantin Kotik, Michael A. Shifrin, Uliya Strunina, Tatyana Pronkina, Alexander Potapov
Predicting Postoperative Hospital Stay in Neurosurgery with Recurrent Neural Networks Based on Operative Reports. MIE (2020)
Gleb Danilov, Michael A. Shifrin, Yuliya Strunina, Konstantin Kotik, Tatyana Tsukanova, Tatiana Pronkina, Timur Ishankulov, Elizaveta Makashova, Alexandra Kosyrkova, Alexander Potapov
Detection of Muscle Weakness in Medical Texts Using Natural Language Processing. MIE (2020)
Gleb Danilov, Michael A. Shifrin, Uliya Strunina, Tatyana Pronkina, Alexander Potapov
An Information Extraction Algorithm for Detecting Adverse Events in Neurosurgery Using Documents Written in a Natural Rich-in-Morphology Language. ICIMTH (2019)
Gleb Danilov, Konstantin Kotik, Michael A. Shifrin, Uliya Strunina, Tatyana Pronkina, Alexander Potapov
Prediction of Postoperative Hospital Stay with Deep Learning Based on 101 654 Operative Reports in Neurosurgery. EFMI-STC (2019)
Michael A. Shifrin, Gleb Danilov, Nikita E. Shklovskiy-Kordi, Boris Zingerman
Diagnostic Games as a Teaching Tool. ICIMTH (2018)
Michael A. Shifrin, Natalia Kurdumova, Gleb Danilov, Olga Ershova, Ivan Savin, Irina Alexandrova, Ekaterina Sokolova, Togrul Tabasaranskiy
Electronic patient records system as a monitoring tool. MIE (2015)