Timur Ishankulov

According to our database, Timur Ishankulov authored at least 11 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

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

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 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

Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022

2021

The Classification of Short Scientific Texts Using Pretrained BERT Model.

Gleb Danilov, Timur Ishankulov, Konstantin Kotik, Yuriy Orlov, Michael A. Shifrin, Alexander Potapov

Proceedings of the Public Health and Informatics, 2021

The Classification of Scientific Abstracts Using Text Statistical Features.

Timur Ishankulov, Gleb Danilov, Konstantin Kotik, Yuriy Orlov, Mikhail Shifrin, Alexander Potapov

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 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, Igor Pronin, Alexander Potapov

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 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

Proceedings of the Informatics and Technology in Clinical Care and Public Health, 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

Proceedings of the Informatics and Technology in Clinical Care and Public Health, 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, Anton Nazarenko, Nikolay Konovalov, Alexander Potapov

Proceedings of the Informatics and Technology in Clinical Care and Public Health, 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

Proceedings of the Informatics and Technology in Clinical Care and Public Health, 2021

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

Proceedings of the Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era, 2021

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

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020