cpgQA: A Benchmark Dataset for Machine Reading Comprehension Tasks on Clinical Practice Guidelines and a Case Study Using Transfer Learning

Biomedical machine reading comprehension (bio-MRC), a crucial task in natural language processing, is a vital application of a computer-assisted clinical decision support system. It can help clinicians extract critical information effortlessly for clinical decision-making by comprehending and answer...

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Bibliografiska uppgifter

Huvudupphov:	Maria Mahbub, Edmon Begoli, Susana Martins, Alina Peluso, Suzanne Tamang, Gregory Peterson
Materialtyp:	Artigo
Språk:	Inglês
Utgiven:	IEEE 2023-01-01
Serie:	IEEE Access
Ämnen:	Biomedical machine reading comprehension clinical practice guidelines deep learning natural language processing transfer learning transformers
Länkar:	https://ieeexplore.ieee.org/document/10011422/
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