Dmitriy Umerenkov

11 papers A* 1B 1Journal 7Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	AI Diagnostic Assistant (AIDA): A Predictive Model for Diagnoses from Health Records in Clinical Decision Support Systems. IJCAI Dmitriy Umerenkov, Alexandr Nesterov, Vladimir Shaposhnikov, Ruslan Abramov, Nikolay Romanenko, Vladimir Kokh, Marina Kirina, Anton Abrosimov, Dmitry V. Dylov, Ivan V. Oseledets
2025	—	`conf`	Random Direct Preference Optimization for Radiography Report Generation. MedAGI Valentin Samokhin, Boris Shirokikh, Mikhail Goncharov, Dmitriy Umerenkov, Maksim Bobrin, Ivan V. Oseledets, Dmitry V. Dylov, Mikhail Belyaev
2025	J	`jnl`	Random Direct Preference Optimization for Radiography Report Generation. CoRR Valentin Samokhin, Boris Shirokikh, Mikhail Goncharov, Dmitriy Umerenkov, Maksim Bobrin, Ivan V. Oseledets, Dmitry V. Dylov, Mikhail Belyaev
2023	J	`jnl`	Deciphering Diagnoses: How Large Language Models Explanations Influence Clinical Decision Making. CoRR Dmitriy Umerenkov, Galina Zubkova, Aleksandr Nesterov
2023	J	`jnl`	PROSTATA: a framework for protein stability assessment using transformers. Bioinform. Dmitriy Umerenkov, Fedor Nikolaev, Tatiana I Shashkova, Pavel V. Strashnov, Maria Sindeeva, Andrey Shevtsov, Nikita V. Ivanisenko, Olga L. Kardymon
2023	J	`jnl`	Predicting COVID-19 and pneumonia complications from admission texts. CoRR Dmitriy Umerenkov, Oleg Cherkashin, Alexander S. Nesterov, Victor Gombolevskiy, Irina Demko, Alexander Yalunin, Vladimir Kokh
2022	J	`jnl`	Abstractive summarization of hospitalisation histories with transformer networks. CoRR Alexander Yalunin, Dmitriy Umerenkov, Vladimir Kokh
2022	B	`conf`	NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization. AIME Aleksandr Nesterov, Bulat Ibragimov, Dmitriy Umerenkov, Artem Shelmanov, Galina Zubkova, Vladimir Kokh
2022	J	`jnl`	NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization. CoRR Aleksandr Nesterov, Bulat Ibragimov, Dmitriy Umerenkov, Artem Shelmanov, Galina Zubkova, Vladimir Kokh
2022	J	`jnl`	RuBioRoBERTa: a pre-trained biomedical language model for Russian language biomedical text mining. CoRR Alexander Yalunin, Alexander S. Nesterov, Dmitriy Umerenkov
2021	—	`conf`	Generating Mammography Reports from Multi-view Mammograms with BERT. EMNLP (Findings) Alexander Yalunin, Elena Sokolova, Ilya Burenko, Alexander Ponomarchuk, Olga Puchkova, Dmitriy Umerenkov