Generating Mammography Reports from Multi-view Mammograms with BERT. - Alexander Yalunin; Elena Sokolova; Ilya Burenko; Alexander Ponomarchuk; Olga Puchkova; Dmitriy Umerenkov (EMNLP (Findings), 2021)

Abstractive summarization of hospitalisation histories with transformer networks. - Alexander Yalunin; Dmitriy Umerenkov; Vladimir Kokh (CoRR, 2022)

RuBioRoBERTa: a pre-trained biomedical language model for Russian language biomedical text mining. - Alexander Yalunin; Alexander S. Nesterov; Dmitriy Umerenkov (CoRR, 2022)

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)