Pavel Blinov

According to our database, Pavel Blinov authored at least 13 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Medical Profile Model: Scientific and Practical Applications in Healthcare.

Pavel Blinov, Vladimir Kokh

IEEE J. Biomed. Health Informatics, January, 2024

End-to-end SYNTAX score prediction: benchmark and methods.

Alexander Ponomarchuk, Ivan Kruzhilov, Galina Zubkova, Artem Shadrin, Ruslan Utegenov, Ivan Bessonov, Pavel Blinov

CoRR, 2024

MedSyn: LLM-Based Synthetic Medical Text Generation Framework.

Gleb Kumichev, Pavel Blinov, Yulia Kuzkina, Vasily Goncharov, Galina Zubkova, Nikolai Zenovkin, Aleksei Goncharov, Andrey V. Savchenko

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

GigaPevt: Multimodal Medical Assistant.

Pavel Blinov, Konstantin Egorov, Ivan Sviridov, Nikolay Ivanov, Stepan Botman, Evgeniy Tagin, Stepan Kudin, Galina Zubkova, Andrey V. Savchenko

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

Combining Survival Analysis and Machine Learning for Mass Cancer Risk Prediction using EHR data.

Petr Philonenko, Vladimir Kokh, Pavel Blinov

CoRR, 2023

2022

RuMedBench: A Russian Medical Language Understanding Benchmark.

Pavel Blinov, Arina Reshetnikova, Aleksandr Nesterov, Galina Zubkova, Vladimir Kokh

Proceedings of the Artificial Intelligence in Medicine, 2022

2021

Patient Embeddings in Healthcare and Insurance Applications.

Pavel Blinov, Vladimir Kokh

CoRR, 2021

Text Augmentation Techniques in Drug Adverse Effect Detection Task.

Pavel Blinov

Proceedings of the Sixth Social Media Mining for Health Workshop and Shared Task, 2021

2020

Transformer Models for Drug Adverse Effects Detection from Tweets.

Pavel Blinov, Manvel Avetisian

Proceedings of the Fifth Social Media Mining for Health Applications Workshop & Shared Task, 2020

Predicting Clinical Diagnosis from Patients Electronic Health Records Using BERT-Based Neural Networks.

Pavel Blinov, Manvel Avetisian, Vladimir Kokh, Dmitry Umerenkov, Alexander Tuzhilin

Proceedings of the Artificial Intelligence in Medicine, 2020

2015

Semantic similarity for aspect-based sentiment analysis.

Pavel Blinov, Evgeniy V. Kotelnikov

Russ. Digit. Libr. J., 2015

Types of Aspect Terms in Aspect-Oriented Sentiment Labeling.

Natalia V. Loukachevitch, Evgeniy V. Kotelnikov, Pavel Blinov

Proceedings of the 5th Workshop on Balto-Slavic Natural Language Processing, 2015

2014

Blinov: Distributed Representations of Words for Aspect-Based Sentiment Analysis at SemEval 2014.

Pavel Blinov, Eugeny V. Kotelnikov

Proceedings of the 8th International Workshop on Semantic Evaluation, 2014