Ashok Madamanchi

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2023

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nav-nlp at RadSum23: Abstractive Summarization of Radiology Reports using BART Finetuning
Sri Macharla | Ashok Madamanchi | Nikhilesh Kancharla
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks

This paper describes the experiments undertaken and their results as part of the BioNLP 2023 workshop. We took part in Task 1B: Radiology Report Summarization. Multiple runs were submitted for evaluation from solutions utilizing transfer learning from pre-trained transformer models, which were then fine-tuned on MIMIC-III dataset, for abstractive report summarization.
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