Dmitriy Umerenkov

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 8

Top Topics

Diagnostic Tool

Fault Diagnosis

Clinical Decision Making

Top Venues

EMNLP (Findings)

Publications

Dmitriy Umerenkov, Oleg Cherkashin, Alexander Nesterov, Victor Gombolevskiy, Irina Demko, Alexander Yalunin, Vladimir Kokh
Predicting COVID-19 and pneumonia complications from admission texts. CoRR (2023)
Dmitriy Umerenkov, Fedor Nikolaev, Tatiana I Shashkova, Pavel V. Strashnov, Maria Sindeeva, Andrey Shevtsov, Nikita V. Ivanisenko, Olga L. Kardymon
PROSTATA: a framework for protein stability assessment using transformers. Bioinform. 39 (10) (2023)
Dmitriy Umerenkov, Galina Zubkova, Aleksandr Nesterov
Deciphering Diagnoses: How Large Language Models Explanations Influence Clinical Decision Making. CoRR (2023)
Alexander Yalunin, Alexander Nesterov, Dmitriy Umerenkov
RuBioRoBERTa: a pre-trained biomedical language model for Russian language biomedical text mining. CoRR (2022)
Alexander Yalunin, Dmitriy Umerenkov, Vladimir Kokh
Abstractive summarization of hospitalisation histories with transformer networks. CoRR (2022)
Aleksandr Nesterov, Bulat Ibragimov, Dmitriy Umerenkov, Artem Shelmanov, Galina Zubkova, Vladimir Kokh
NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization. AIME (2022)
Aleksandr Nesterov, Bulat Ibragimov, Dmitriy Umerenkov, Artem Shelmanov, Galina Zubkova, Vladimir Kokh
NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization. CoRR (2022)
Alexander Yalunin, Elena Sokolova, Ilya Burenko, Alexander Ponomarchuk, Olga Puchkova, Dmitriy Umerenkov
Generating Mammography Reports from Multi-view Mammograms with BERT. EMNLP (Findings) (2021)