no code implementations • Findings (EMNLP) 2021 • Alexander Yalunin, Elena Sokolova, Ilya Burenko, Alexander Ponomarchuk, Olga Puchkova, Dmitriy Umerenkov
Writing mammography reports can be error-prone and time-consuming for radiologists.
no code implementations • 5 May 2023 • Dmitriy Umerenkov, Oleg Cherkashin, Alexander Nesterov, Victor Gombolevskiy, Irina Demko, Alexander Yalunin, Vladimir Kokh
In this paper we present a novel approach to risk assessment for patients hospitalized with pneumonia or COVID-19 based on their admission reports.
1 code implementation • 8 Apr 2022 • Alexander Yalunin, Alexander Nesterov, Dmitriy Umerenkov
This paper presents several BERT-based models for Russian language biomedical text mining (RuBioBERT, RuBioRoBERTa).
no code implementations • 5 Apr 2022 • Alexander Yalunin, Dmitriy Umerenkov, Vladimir Kokh
In this paper we present a novel approach to abstractive summarization of patient hospitalisation histories.