Discriminative ensemble learning for few-shot chest x-ray diagnosis.

Paul, Angshuman; Tang, Yu-Xing; Shen, Thomas C; Summers, Ronald M

Paul, Angshuman; Tang, Yu-Xing; Shen, Thomas C; Summers, Ronald M.

Afiliación

Paul A; Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, 20892, USA. Electronic address: paul.angshuman@nih.gov.
Tang YX; Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, 20892, USA.
Shen TC; Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, 20892, USA.
Summers RM; Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, 20892, USA.

Med Image Anal ; 68: 101911, 2021 02.

Article en En | MEDLINE | ID: mdl-33264714

Asunto(s)

Algoritmos; Tomografía Computarizada por Rayos X; Humanos; Aprendizaje Automático; Radiografía; Rayos X

Palabras clave

Autoencoder; Discriminative; Ensemble; Few-shot; X-ray

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Algoritmos / Tomografía Computarizada por Rayos X Tipo de estudio: Diagnostic_studies / Prognostic_studies Límite: Humans Idioma: En Revista: Med Image Anal Asunto de la revista: DIAGNOSTICO POR IMAGEM Año: 2021 Tipo del documento: Article

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