Unsupervised domain adaptation for the detection of cardiomegaly in cross-domain chest X-ray images.

Thiam, Patrick; Lausser, Ludwig; Kloth, Christopher; Blaich, Daniel; Liebold, Andreas; Beer, Meinrad; Kestler, Hans A

Thiam, Patrick; Lausser, Ludwig; Kloth, Christopher; Blaich, Daniel; Liebold, Andreas; Beer, Meinrad; Kestler, Hans A.

Afiliación

Thiam P; Institute of Medical Systems Biology, Ulm, Germany.
Lausser L; Institute of Medical Systems Biology, Ulm, Germany.
Kloth C; Department of Diagnostic and Interventional Radiology, Ulm University Medical Center, Ulm, Germany.
Blaich D; Department of Diagnostic and Interventional Radiology, Ulm University Medical Center, Ulm, Germany.
Liebold A; Department of Cardiothoracic and Vascular Surgery, Ulm University Medical Center, Ulm, Germany.
Beer M; Department of Diagnostic and Interventional Radiology, Ulm University Medical Center, Ulm, Germany.
Kestler HA; Institute of Medical Systems Biology, Ulm, Germany.

Front Artif Intell ; 6: 1056422, 2023.

Article en En | MEDLINE | ID: mdl-36844424

Palabras clave

cardiomegaly; chest X-ray; deep learning; transfer learning; unsupervised domain adaptation

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Diagnostic_studies Idioma: En Revista: Front Artif Intell Año: 2023 Tipo del documento: Article País de afiliación: Alemania

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