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Dmitriy Umerenkov

2 accepted papers

2025

AI Diagnostic Assistant (AIDA): A Predictive Model for Diagnoses from Health Records in Clinical Decision Support Systems

IJCAI 2025

Clinical Decision Support Systems (CDSS) play an increasingly important role in medical diagnostics. We present AI Diagnostic Assistant (AIDA), a real-time predictive model designed to assist doctors in interpreting patient conditions. AIDA analyzes electronic health records (EHR), including medical

Cited by 0SourcePDFScholar
2021

Generating Mammography Reports from Multi-view Mammograms with BERT

EMNLP 2021finding

Writing mammography reports can be error-prone and time-consuming for radiologists. In this paper we propose a method to generate mammography reports given four images, corresponding to the four views used in screening mammography. To the best of our knowledge our work represents the first attempt t…

Cited by 3SourcePDFScholar