Design, implementation, and evaluation of the computer-aided clinical decision support system based on learning-to-rank: collaboration between physicians and machine learning in the differential diagnosis process.

Miyachi, Yasuhiko; Ishii, Osamu; Torigoe, Keijiro

Miyachi, Yasuhiko; Ishii, Osamu; Torigoe, Keijiro.

Afiliação

Miyachi Y; The Society for Computer-Aided Clinical Decision Support System, Torigoe Clinic, Ibara, Okayama, Japan. ai.diagnosis.2021@gmail.com.
Ishii O; The Society for Computer-Aided Clinical Decision Support System, Torigoe Clinic, Ibara, Okayama, Japan.
Torigoe K; Torigoe Clinic, Ibara, Okayama, Japan.

BMC Med Inform Decis Mak ; 23(1): 26, 2023 02 02.

Article em En | MEDLINE | ID: mdl-36732730

Assuntos

Sistemas de Apoio a Decisões Clínicas; Clínicos Gerais; Humanos; Inteligência Artificial; Diagnóstico Diferencial; Aprendizado de Máquina; Computadores

Palavras-chave

Approximate NDCG; Clinical decision support system; Diagnosis decision support system; Diagnostic error; Differential diagnosis; Explainable artificial intelligence; Information retrieval; Learning to rank; Listwise approach; Rare diseases

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Sistemas de Apoio a Decisões Clínicas / Clínicos Gerais Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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