Konstantin Kotik

The Classification of Scientific Literature for Its Topical Tracking on a Small Human-Prepared Dataset.

Gleb Danilov, Timur Ishankulov, Yuriy Orlov, 2020, Studies in health technology and informatics.

Prediction of Postoperative Hospital Stay with Deep Learning Based on 101 654 Operative Reports in Neurosurgery

Michael A. Shifrin, Konstantin Kotik, Tatyana Pronkina, 2019, EFMI-STC.

Bank Licenses Revocation Modeling

Alexey Kozionov, Jaroslav Bologov, Alexander Andreev, 2017, AIST.

Predicting Postoperative Hospital Stay in Neurosurgery with Recurrent Neural Networks Based on Operative Reports

Gleb Danilov, Konstantin Kotik, Alexander Potapov, 2020, MIE.

A Comparison of Word Embeddings to Study Complications in Neurosurgery

Michael A. Shifrin, Gleb Danilov, Timur Ishankulov, 2022, ICIMTH.

The Classification of Short Scientific Texts Using Pretrained BERT Model

Michael A. Shifrin, Gleb Danilov, Timur Ishankulov, 2021, MIE.

Length of Stay Prediction in Neurosurgery with Russian GPT-3 Language Model Compared to Human Expectations

Michael A. Shifrin, Gleb Danilov, Timur Ishankulov, 2021, ICIMTH.