Response score of deep learning for out-of-distribution sample detection of medical images.

Gao, Long; Wu, Shandong

Gao, Long; Wu, Shandong.

Afiliação

Gao L; College of Computer, National University of Defense Technology, Changsha 410073, China; Department of Radiology, School of Medicine, University of Pittsburgh, 4200 Fifth Ave, Pittsburgh, PA 15260, USA.
Wu S; Department of Radiology, School of Medicine, University of Pittsburgh, 4200 Fifth Ave, Pittsburgh, PA 15260, USA; Department of Biomedical Informatics, University of Pittsburgh, 4200 Fifth Ave, Pittsburgh, PA 15260, USA; Department of Bioengineering, University of Pittsburgh, 4200 Fifth Ave, Pittsburgh, PA 15260, USA; Intelligent Systems Program, University of Pittsburgh, 4200 Fifth Ave, Pittsburgh, PA 15260, USA. Electronic address: wus3@upmc.edu.

J Biomed Inform ; 107: 103442, 2020 07.

Article em En | MEDLINE | ID: mdl-32450299

Assuntos

Aprendizado Profundo; Redes Neurais de Computação

Palavras-chave

Anomaly detection; Data quality; Deep learning; Medical image analysis; Out-of-distribution detection

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Aprendizado Profundo Tipo de estudo: Diagnostic_studies / Prognostic_studies Idioma: En Revista: J Biomed Inform Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2020 Tipo de documento: Article País de afiliação: Estados Unidos

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