Dmitry Umerenkov

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 7

Top Topics

Entity Extraction

Clinical Diagnosis

Top Venues

ACM Trans. Manag. Inf. Syst.

Publications

Alexander Nesterov, Dmitry Umerenkov
Distantly supervised end-to-end medical entity extraction from electronic health records with human-level quality. CoRR (2022)
Manvel Avetisian, Ilya Burenko, Konstantin Egorov, Vladimir Kokh, Aleksandr Nesterov, Aleksandr Nikolaev, Alexander Ponomarchuk, Elena Sokolova, Alex Tuzhilin, Dmitry Umerenkov
CoRSAI: A System for Robust Interpretation of CT Scans of COVID-19 Patients Using Deep Learning. ACM Trans. Manag. Inf. Syst. 12 (4) (2021)
Manvel Avetisian, Ilya Burenko, Konstantin Egorov, Vladimir Kokh, Aleksandr Nesterov, Aleksandr Nikolaev, Alexander Ponomarchuk, Elena Sokolova, Alexander Tuzhilin, Dmitry Umerenkov
CoRSAI: A System for Robust Interpretation of CT Scans of COVID-19 Patients Using Deep Learning. CoRR (2021)
Pavel Blinov, Manvel Avetisian, Vladimir Kokh, Dmitry Umerenkov, Alexander Tuzhilin
Predicting Clinical Diagnosis from Patients Electronic Health Records Using BERT-Based Neural Networks. AIME (2020)
Manvel Avetisian, Vladimir Kokh, Alexander Tuzhilin, Dmitry Umerenkov
Radiologist-level stroke classification on non-contrast CT scans with Deep U-Net. CoRR (2020)
Pavel Blinov, Manvel Avetisian, Vladimir Kokh, Dmitry Umerenkov, Alexander Tuzhilin
Predicting Clinical Diagnosis from Patients Electronic Health Records Using BERT-based Neural Networks. CoRR (2020)
Manvel Avetisian, Vladimir Kokh, Alexander Tuzhilin, Dmitry Umerenkov
Radiologist-Level Stroke Classification on Non-contrast CT Scans with Deep U-Net. MICCAI (3) (2019)