Large-scale investigation of weakly-supervised deep learning for the fine-grained semantic indexing of biomedical literature.

Nentidis, Anastasios; Chatzopoulos, Thomas; Krithara, Anastasia; Tsoumakas, Grigorios; Paliouras, Georgios

Nentidis, Anastasios; Chatzopoulos, Thomas; Krithara, Anastasia; Tsoumakas, Grigorios; Paliouras, Georgios.

Afiliação

Nentidis A; Institute of Informatics and Telecommunications, NCSR Demokritos, Athens, Greece; School of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece. Electronic address: nentidis@csd.auth.gr.
Chatzopoulos T; Institute of Informatics and Telecommunications, NCSR Demokritos, Athens, Greece; Department of Computer Engineering and Informatics, University of Patras, Patras, Greece.
Krithara A; Institute of Informatics and Telecommunications, NCSR Demokritos, Athens, Greece.
Tsoumakas G; School of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece.
Paliouras G; Institute of Informatics and Telecommunications, NCSR Demokritos, Athens, Greece.

J Biomed Inform ; 146: 104499, 2023 Oct.

Article em En | MEDLINE | ID: mdl-37714418

Palavras-chave

Biomedical literature; Deep learning; Medical Subject Headings (MeSH); Semantic indexing; Weak supervision

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Revista: J Biomed Inform Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2023 Tipo de documento: Article

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