Papers by Olga Puchkova
Generating Mammography Reports from Multi-view Mammograms with BERT (2021.findings-emnlp)
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Alexander Yalunin, Elena Sokolova, Ilya Burenko, Alexander Ponomarchuk, Olga Puchkova, Dmitriy Umerenkov
| Challenge: | Increasing numbers of new cases and deaths are observed in both developed and less developed countries due to the increasing population age. |
| Approach: | They propose a method to generate mammography reports given four images . they propose an encoder-decoder model that includes an encoded and a decoder . |
| Outcome: | The proposed method can localize salient regions on the input mammograms and generate a visually interpretable report. |