28 citations · 62 across the 10 of their papers we have counts for
10 papers
Gaze into the Heart: A Multi-View Video Dataset for rPPG and Health Biomarkers Estimation
Konstantin Egorov, Stepan Botman, Pavel Blinov +4
Progress in remote PhotoPlethysmoGraphy (rPPG) is limited by the critical issues of existing publicly available datasets: small size, privacy concerns with facial videos, and lack…
3MDBench: Medical Multimodal Multi-agent Dialogue Benchmark
Ivan Sviridov, Amina Miftakhova, Artemiy Tereshchenko +3
Though Large Vision-Language Models (LVLMs) are being actively explored in medicine, their ability to conduct complex real-world telemedicine consultations combining accurate diagn…
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…
CardioSyntax: end-to-end SYNTAX score prediction -- dataset, benchmark and method
Alexander Ponomarchuk, Ivan Kruzhilov, Galina Zubkova +4
The SYNTAX score has become a widely used measure of coronary disease severity, crucial in selecting the optimal mode of the revascularization procedure. This paper introduces a ne…
GigaPevt: Multimodal Medical Assistant
Pavel Blinov, Konstantin Egorov, Ivan Sviridov +6
Building an intelligent and efficient medical assistant is still a challenging AI problem. The major limitation comes from the data modality scarceness, which reduces comprehensive…
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…
Neural network-based coronary dominance classification of RCA angiograms
Ivan Kruzhilov, Egor Ikryannikov, Artem Shadrin +3
Background. Cardiac dominance classification is essential for SYNTAX score estimation, which is a tool used to determine the complexity of coronary artery disease and guide patient…
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…