Out-of-distribution detection with in-distribution voting using the medical example of chest x-ray classification.

Wollek, Alessandro; Willem, Theresa; Ingrisch, Michael; Sabel, Bastian; Lasser, Tobias

Wollek, Alessandro; Willem, Theresa; Ingrisch, Michael; Sabel, Bastian; Lasser, Tobias.

Afiliação

Wollek A; Munich Institute of Biomedical Engineering and the School of Computation, Information, and Technology, Technical University of Munich, Munich, Germany.
Willem T; Institute for History and Ethics in Medicine and Munich School of Technology in Society, Technical University of Munich, Munich, Germany.
Ingrisch M; Department of Radiology, University Hospital Ludwig-Maximilians-Universität, Munich, Germany.
Sabel B; Department of Radiology, University Hospital Ludwig-Maximilians-Universität, Munich, Germany.
Lasser T; Munich Institute of Biomedical Engineering and the School of Computation, Information, and Technology, Technical University of Munich, Munich, Germany.

Med Phys ; 51(4): 2721-2732, 2024 Apr.

Article em En | MEDLINE | ID: mdl-37831587

Assuntos

Votação; Raios X; Radiografia; Curva ROC

Palavras-chave

anomaly detection; chest xray classification; outofdistribution detection

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Votação Idioma: En Revista: Med Phys Ano de publicação: 2024 Tipo de documento: Article País de afiliação: Alemanha

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