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Alexander Potapov
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 19
Top Topics
Electronic Health Records
Language Model
Recurrent Neural Networks
Deep Learning
Top Venues
ICIMTH
MIE
MedInfo
EFMI-STC
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Publications
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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
,
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)
Aleksei Boikov
,
Roman Savelev
,
Vladimir Payor
,
Alexander Potapov
Universal Approach for DEM Parameters Calibration of Bulk Materials.
Symmetry
13 (6) (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)
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)
Alexander Potapov
,
Ian Colbert
,
Kenneth Kreutz-Delgado
,
Alexander Cloninger
,
Srinjoy Das
PT-MMD: A Novel Statistical Framework for the Evaluation of Generative Systems.
CoRR
(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)
Alexander Potapov
,
Ian Colbert
,
Kenneth Kreutz-Delgado
,
Alexander Cloninger
,
Srinjoy Das
PT-MMD: A Novel Statistical Framework for the Evaluation of Generative Systems.
ACSSC
(2019)