28 citations · 62 across the 10 of their papers we have counts for
5 papers · 1 filter
RuCCoD: Towards Automated ICD Coding in Russian
Aleksandr Nesterov, Andrey Sakhovskiy, Ivan Sviridov +5
This study investigates the feasibility of automating clinical coding in Russian, a language with limited biomedical resources. We present a new dataset for ICD coding, which inclu…
MedSyn: LLM-based Synthetic Medical Text Generation Framework
Gleb Kumichev, Pavel Blinov, Yulia Kuzkina +5
Generating synthetic text addresses the challenge of data availability in privacy-sensitive domains such as healthcare. This study explores the applicability of synthetic data in r…
Deciphering Diagnoses: How Large Language Models Explanations Influence Clinical Decision Making
D. Umerenkov, G. Zubkova, A. Nesterov
Clinical Decision Support Systems (CDSS) utilize evidence-based knowledge and patient data to offer real-time recommendations, with Large Language Models (LLMs) emerging as a promi…
NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization
Aleksandr Nesterov, Bulat Ibragimov, Dmitriy Umerenkov +3
The symptom checking systems inquire users for their symptoms and perform a rapid and affordable medical assessment of their condition. The basic symptom checking systems based on…
RuMedBench: A Russian Medical Language Understanding Benchmark
Pavel Blinov, Arina Reshetnikova, Aleksandr Nesterov +2
The paper describes the open Russian medical language understanding benchmark covering several task types (classification, question answering, natural language inference, named ent…