CoRSAI: A System for Robust Interpretation of CT Scans of COVID-19 Patients Using Deep Learning. - Manvel Avetisian; Ilya Burenko; Konstantin Egorov; Vladimir Kokh; Aleksandr Nesterov; Aleksandr Nikolaev; Alexander Ponomarchuk; Elena Sokolova; Alex Tuzhilin; Dmitry Umerenkov (ACM Trans. Manag. Inf. Syst., 2021)

RuMedBench: A Russian Medical Language Understanding Benchmark. - Pavel Blinov; Arina Reshetnikova; Aleksandr Nesterov; Galina Zubkova; Vladimir Kokh (AIME, 2022)

NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization. - Aleksandr Nesterov; Bulat Ibragimov; Dmitriy Umerenkov; Artem Shelmanov; Galina Zubkova; Vladimir Kokh (AIME, 2022)

Deciphering Diagnoses: How Large Language Models Explanations Influence Clinical Decision Making. - Dmitriy Umerenkov; Galina Zubkova; Aleksandr Nesterov (CoRR, 2023)

Uncertainty-aware abstention in medical diagnosis based on medical texts. - Artem Vazhentsev; Ivan Sviridov; Alvard Barseghyan; Gleb Kuzmin; Alexander Panchenko; Aleksandr Nesterov; Artem Shelmanov; Maxim Panov (CoRR, 2025)

RuCCoD: Towards Automated ICD Coding in Russian. - Aleksandr Nesterov; Andrey Sakhovskiy; Ivan Sviridov; Airat Valiev; Vladimir Makharev; Petr Anokhin; Galina Zubkova; Elena Tutubalina (CoRR, 2025)