Search Results for author: Kristina Ivanova

Found 1 papers, 0 papers with code

Automatic Transformation of Clinical Narratives into Structured Format

no code implementations RANLP 2021 Sylvia Vassileva, Gergana Todorova, Kristina Ivanova, Boris Velichkov, Ivan Koychev, Galia Angelova, Svetla Boytcheva

For the “Diagnosis” section a deep learning text-based encoding into ICD-10 codes is applied using MBG-ClinicalBERT - a fine-tuned ClinicalBERT model for Bulgarian medical text.

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