Burdenko Neurosurgery Institute
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
Neurosurgical skills analysis by machine learning models: systematic review
Oleg Titov, Andrey Bykanov, D I Pitskhelauri
2023 · 14 Zit.
Length of Stay Prediction in Neurosurgery with Russian GPT-3 Language Model Compared to Human Expectations
Gleb Danilov, Konstantin Kotik, E V Shevchenko et al.
2022 · 14 Zit.
Prediction of Postoperative Hospital Stay with Deep Learning Based on 101 654 Operative Reports in Neurosurgery
Gleb Danilov, Konstantin Kotik, Michael Shifrin et al.
2019 · 13 Zit.
Artificial Intelligence Technologies in the Microsurgical Operating Room (Review)
A.E. Bykanov, G.V. Danilov, Vasily Kostumov et al.
2023 · 10 Zit.
Predicting the Length of Stay in Neurosurgery with RuGPT-3 Language Model
Gleb Danilov, Konstantin Kotik, Elena V. Shevchenko et al.
2022 · 5 Zit.
Artificial intelligence guided predicting the length of hospital-stay in a neurosurgical hospital based on the text data of electronic medical records
E V Shevchenko, Gleb Danilov, D Yu Usachev et al.
2022 · 5 Zit.
Evidence-based medicine: opportunities of the Propensity Score Matching (PSM) method in eliminating selection bias in retrospective neurosurgical studies
A. Moskalev, Victor Gladkikh, Alina Alshevskaya et al.
2018 · 5 Zit.
Artificial intelligence technologies in clinical neurooncology
Gleb Danilov, Timur Ishankulov, Konstantin Kotik et al.
2022 · 4 Zit.
Detection of Muscle Weakness in Medical Texts Using Natural Language Processing
Gleb Danilov, Michael Shifrin, Yuliya Strunina et al.
2020 · 4 Zit.
Data Quality Estimation Via Model Performance: Machine Learning as a Validation Tool
Gleb Danilov, Konstantin Kotik, Michael Shifrin et al.
2023 · 3 Zit.
Multinomial Classification of Neurosurgical Operations Using Gradient Boosting and Deep Learning Algorithms
Gleb Danilov, Konstantin Kotik, Michael Shifrin et al.
2022 · 3 Zit.
The age of Artificial Intelligence in neurosurgical practice and educational paradigms – Considerations from the EANS Ethico-Legal and Young Neurosurgeons’ committees
Felix C. Stengel, Stefan Motov, Cesare Zoia et al.
2025 · 2 Zit.
Complications research in neurosurgery using artificial intelligence
G. V. Danilov, Artyom K. Potapov, M. Shifring et al.
2022 · 1 Zit.
Best Research Practice Implementation: The Experience of the N.N. Burdenko National Medical Research Center of Neurosurgery
Gleb Danilov, Michael Shifrin, Yulia Strunina et al.
2021 · 1 Zit.
A Comparison of Word Embeddings to Study Complications in Neurosurgery
Gleb Danilov, Konstantin Kotik, Michael Shifrin et al.
2022 · 0 Zit.