Limited generalizability of deep learning algorithm for pediatric pneumonia classification on external data.

Xin, Kevin Z; Li, David; Yi, Paul H

Xin, Kevin Z; Li, David; Yi, Paul H.

Xin KZ; Transitional Year Program, Mount Carmel Health System, Grove City, OH, USA.
Li D; University of Ottawa Faculty of Medicine, Ottawa, ON, Canada.
Yi PH; University of Maryland Intelligent Imaging (UMII) Center, Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, MD, USA.

Emerg Radiol ; 29(1): 107-113, 2022 Feb.

Article en En | MEDLINE | ID: mdl-34648114

Asunto(s)

Aprendizaje Profundo; Neumonía; Algoritmos; Niño; Preescolar; Femenino; Humanos; Lactante; Redes Neurales de la Computación; Neumonía/diagnóstico por imagen; Estudios Retrospectivos

Palabras clave

Chest radiograph; Deep learning; Machine learning; Pneumonia

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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Neumonía / Aprendizaje Profundo Tipo de estudio: Observational_studies / Prognostic_studies Límite: Child / Child, preschool / Female / Humans / Infant Idioma: En Año: 2022 Tipo del documento: Article

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