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Dmitry Umerenkov
Researcher, Lomonosov Moscow State University
Joined
September 2020
Names
Dmitry Umerenkov
(Preferred)
,
Dmitriy Umerenkov
Emails
****@gmail.com
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Researcher
Lomonosov Moscow State University
(msu.ru)
2025
–
Present
Researcher
AIRI
(airi.net)
2024
–
2025
Undergrad student
Lomonosov Moscow State University
(msu.ru)
1997
–
2002
Advisors, Relations & Conflicts
No relations added
Expertise
No areas of expertise listed
Publications
Sample Size Estimation for Chest X-ray Classification with Foundation Models
Dmitry Umerenkov
,
Viktor Gombolevskiy
,
Nikolay Nechaev
,
Evgeniia Przhezdzetskaia
,
Dmitry V. Dylov
Submitted to ICLR 2026
Readers:
Everyone
PROSTATA: a framework for protein stability assessment using transformers
Dmitriy Umerenkov
,
Fedor Nikolaev
,
Tatiana I Shashkova
,
Pavel V. Strashnov
,
Maria Sindeeva
,
Andrey Shevtsov
,
Nikita V. Ivanisenko
,
Olga L. Kardymon
Bioinform. 2023
Readers:
Everyone
Deciphering Diagnoses: How Large Language Models Explanations Influence Clinical Decision Making
Dmitriy Umerenkov
,
Galina Zubkova
,
Aleksandr Nesterov
CoRR 2023
Readers:
Everyone
Predicting COVID-19 and pneumonia complications from admission texts
Dmitriy Umerenkov
,
Oleg Cherkashin
,
Alexander S. Nesterov
,
Victor Gombolevskiy
,
Irina Demko
,
Alexander Yalunin
,
Vladimir Kokh
CoRR 2023
Readers:
Everyone
Abstractive summarization of hospitalisation histories with transformer networks
Alexander Yalunin
,
Dmitriy Umerenkov
,
Vladimir Kokh
CoRR 2022
Readers:
Everyone
RuBioRoBERTa: a pre-trained biomedical language model for Russian language biomedical text mining
Alexander Yalunin
,
Alexander S. Nesterov
,
Dmitriy Umerenkov
CoRR 2022
Readers:
Everyone
Distantly supervised end-to-end medical entity extraction from electronic health records with human-level quality
Alexander S. Nesterov
,
Dmitry Umerenkov
CoRR 2022
Readers:
Everyone
NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization
Aleksandr Nesterov
,
Bulat Ibragimov
,
Dmitriy Umerenkov
,
Artem Shelmanov
,
Galina Zubkova
,
Vladimir Kokh
2022 (modified: 24 Apr 2023)
CoRR 2022
Readers:
Everyone
NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization
Aleksandr Nesterov
,
Bulat Ibragimov
,
Dmitriy Umerenkov
,
Artem Shelmanov
,
Galina Zubkova
,
Vladimir Kokh
2022 (modified: 24 Apr 2023)
AIME 2022
Readers:
Everyone
Generating Mammography Reports from Multi-view Mammograms with BERT
Alexander Yalunin
,
Elena Sokolova
,
Ilya Burenko
,
Alexander Ponomarchuk
,
Olga Puchkova
,
Dmitriy Umerenkov
EMNLP (Findings) 2021
Readers:
Everyone
View all 17 publications
Co-Authors
Aleksandr Nesterov
Aleksandr Nikolaev
Alexander Nesterov
Alexander Ponomarchuk
Alexander S. Nesterov
Alexander Tuzhilin
Alexander Yalunin
Andrey Shevtsov
Artem Shelmanov
Bulat Ibragimov
Dmitry V. Dylov
Elena Sokolova
Evgeniia Przhezdzetskaia
Fedor Nikolaev
Galina Zubkova
Ilya Burenko
Irina Demko
Konstantin Egorov
Manvel Avetisian
Maria Sindeeva
Nikita V. Ivanisenko
Nikolay Nechaev
Oleg Cherkashin
Olga L. Kardymon
Olga Puchkova
View all 31 co-authors