Bacteremia detection from complete blood count and differential leukocyte count with machine learning: complementary and competitive with C-reactive protein and procalcitonin tests.

Lien, Frank; Lin, Huang-Shen; Wu, You-Ting; Chiueh, Tzong-Shi

Lien, Frank; Lin, Huang-Shen; Wu, You-Ting; Chiueh, Tzong-Shi.

Afiliação

Lien F; Department of Internal Medicine, Chang Gung Memorial Hospital, Chiayi, Taiwan.
Lin HS; Department of Infectious Diseases, Chang Gung Memorial Hospital, Chiayi, Taiwan.
Wu YT; Department of Pathology, Chang Gung Memorial Hospital, Chiayi, Taiwan.
Chiueh TS; Department of Laboratory Medicine, Linkou Chang Gung Memorial Hospital, Taoyüan, Taiwan. drche0523@cgmh.org.tw.

BMC Infect Dis ; 22(1): 287, 2022 Mar 26.

Article em En | MEDLINE | ID: mdl-35351003

Assuntos

Bacteriemia; Pró-Calcitonina; Bacteriemia/diagnóstico; Proteína C-Reativa/análise; Calcitonina; Humanos; Contagem de Leucócitos; Aprendizado de Máquina; Curva ROC

Palavras-chave

Bacteremia; Blood count; Differential count; Machine learning; Procalcitonin

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Bacteriemia / Pró-Calcitonina Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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