Comprehensively identifying Long Covid articles with human-in-the-loop machine learning.

Leaman, Robert; Islamaj, Rezarta; Allot, Alexis; Chen, Qingyu; Wilbur, W John; Lu, Zhiyong

Leaman, Robert; Islamaj, Rezarta; Allot, Alexis; Chen, Qingyu; Wilbur, W John; Lu, Zhiyong.

Afiliação

Leaman R; National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health 8600 Rockville Pike, Bethesda, MD 20894, USA.
Islamaj R; National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health 8600 Rockville Pike, Bethesda, MD 20894, USA.
Allot A; National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health 8600 Rockville Pike, Bethesda, MD 20894, USA.
Chen Q; National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health 8600 Rockville Pike, Bethesda, MD 20894, USA.
Wilbur WJ; National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health 8600 Rockville Pike, Bethesda, MD 20894, USA.
Lu Z; National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health 8600 Rockville Pike, Bethesda, MD 20894, USA.

Patterns (N Y) ; 4(1): 100659, 2023 Jan 13.

Article em En | MEDLINE | ID: mdl-36471749

Palavras-chave

COVID-19; Long Covid; active learning; data programming; machine learning; natural language processing; post-acute sequelae of SARS-CoV-2 infection; text classification; weak supervision

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Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article