Large-scale protein-protein post-translational modification extraction with distant supervision and confidence calibrated BioBERT.

Elangovan, Aparna; Li, Yuan; Pires, Douglas E V; Davis, Melissa J; Verspoor, Karin

Elangovan, Aparna; Li, Yuan; Pires, Douglas E V; Davis, Melissa J; Verspoor, Karin.

Afiliação

Elangovan A; School of Computing and Information Systems, The University of Melbourne, Melbourne, Australia.
Li Y; School of Computing and Information Systems, The University of Melbourne, Melbourne, Australia.
Pires DEV; School of Computing and Information Systems, The University of Melbourne, Melbourne, Australia.
Davis MJ; The Walter and Eliza Hall Institute of Medical Research, Melbourne, Australia.
Verspoor K; Department of Clinical Pathology, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne, Australia.

BMC Bioinformatics ; 23(1): 4, 2022 Jan 04.

Article em En | MEDLINE | ID: mdl-34983371

Assuntos

Mineração de Dados; Processamento de Proteína Pós-Traducional; Humanos; Proteínas; PubMed

Palavras-chave

BioBERT; Deep learning; Distant supervision; Natural language processing; Post-translational modifications; Protein-protein interaction

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Processamento de Proteína Pós-Traducional / Mineração de Dados Tipo de estudo: Guideline / Prognostic_studies / Systematic_reviews Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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