Deep learning model for prediction of extended-spectrum beta-lactamase (ESBL) production in community-onset Enterobacteriaceae bacteraemia from a high ESBL prevalence multi-centre cohort.

Lee, Alfred Lok Hang; To, Curtis Chun Kit; Lee, Angus Lang Sun; Chan, Ronald Cheong Kin; Wong, Janus Siu Him; Wong, Chun Wai; Chow, Viola Chi Ying; Lai, Raymond Wai Man

Lee, Alfred Lok Hang; To, Curtis Chun Kit; Lee, Angus Lang Sun; Chan, Ronald Cheong Kin; Wong, Janus Siu Him; Wong, Chun Wai; Chow, Viola Chi Ying; Lai, Raymond Wai Man.

Afiliación

Lee ALH; Department of Microbiology, Prince of Wales Hospital, Shatin, Hong Kong. leelh1107@gmail.com.
To CCK; Department of Anatomical and Cellular Pathology, Chinese University of Hong Kong, Shatin, Hong Kong.
Lee ALS; Department of Anatomical and Cellular Pathology, Chinese University of Hong Kong, Shatin, Hong Kong.
Chan RCK; Department of Anatomical and Cellular Pathology, Chinese University of Hong Kong, Shatin, Hong Kong.
Wong JSH; Department of Orthopaedics and Traumatology, University of Hong Kong, Pok Fu Lam, Hong Kong.
Wong CW; Department of Microbiology, Prince of Wales Hospital, Shatin, Hong Kong.
Chow VCY; Department of Microbiology, Prince of Wales Hospital, Shatin, Hong Kong.
Lai RWM; Department of Microbiology, Prince of Wales Hospital, Shatin, Hong Kong.

Eur J Clin Microbiol Infect Dis ; 40(5): 1049-1061, 2021 May.

Article en En | MEDLINE | ID: mdl-33399979

Asunto(s)

Aprendizaje Profundo; Infecciones por Enterobacteriaceae/microbiología; Enterobacteriaceae/efectos de los fármacos; Enterobacteriaceae/enzimología; beta-Lactamasas/metabolismo; Cultivo de Sangre; Estudios de Cohortes; Infecciones Comunitarias Adquiridas/epidemiología; Infecciones Comunitarias Adquiridas/microbiología; Enterobacteriaceae/metabolismo; Hong Kong/epidemiología; Humanos; Modelos Biológicos; Análisis Multivariante; beta-Lactamasas/genética

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Beta-Lactamasas / Enterobacteriaceae / Infecciones por Enterobacteriaceae / Aprendizaje Profundo Tipo de estudio: Clinical_trials / Etiology_studies / Incidence_studies / Observational_studies / Prevalence_studies / Prognostic_studies / Risk_factors_studies Límite: Humans País/Región como asunto: Asia Idioma: En Revista: Eur J Clin Microbiol Infect Dis Asunto de la revista: DOENCAS TRANSMISSIVEIS / MICROBIOLOGIA Año: 2021 Tipo del documento: Article País de afiliación: Hong Kong

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