RuCCoN: Clinical Concept Normalization in Russian

no code implementations • Findings (ACL) 2022 • Alexandr Nesterov, Galina Zubkova, Zulfat Miftahutdinov, Vladimir Kokh, Elena Tutubalina, Artem Shelmanov, Anton Alekseev, Manvel Avetisian, Andrey Chertok, Sergey Nikolenko

We present RuCCoN, a new dataset for clinical concept normalization in Russian manually annotated by medical professionals.

GigaPevt: Multimodal Medical Assistant

no code implementations • 26 Feb 2024 • Pavel Blinov, Konstantin Egorov, Ivan Sviridov, Nikolay Ivanov, Stepan Botman, Evgeniy Tagin, Stepan Kudin, Galina Zubkova, Andrey Savchenko

Building an intelligent and efficient medical assistant is still a challenging AI problem.

Question Answering

Neural network-based coronary dominance classification of RCA angiograms

no code implementations • 13 Sep 2023 • Ivan Kruzhilov, Egor Ikryannikov, Artem Shadrin, Ruslan Utegenov, Galina Zubkova, Ivan Bessonov

In such cases, cardiac dominance classification can be complex and may require discussion among specialists to reach an accurate conclusion.

Classification

NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization

1 code implementation • 2 Jun 2022 • Aleksandr Nesterov, Bulat Ibragimov, Dmitriy Umerenkov, Artem Shelmanov, Galina Zubkova, Vladimir Kokh

The symptom checking systems inquire users for their symptoms and perform a rapid and affordable medical assessment of their condition.

Reinforcement Learning (RL)

RuMedBench: A Russian Medical Language Understanding Benchmark

2 code implementations • 17 Jan 2022 • Pavel Blinov, Arina Reshetnikova, Aleksandr Nesterov, Galina Zubkova, Vladimir Kokh

The paper describes the open Russian medical language understanding benchmark covering several task types (classification, question answering, natural language inference, named entity recognition) on a number of novel text sets.

Medical Diagnosis named-entity-recognition +5