Not-so-supervised: A survey of semi-supervised, multi-instance, and transfer learning in medical image analysis.

Cheplygina, Veronika; de Bruijne, Marleen; Pluim, Josien P W

Cheplygina, Veronika; de Bruijne, Marleen; Pluim, Josien P W.

Cheplygina V; Medical Image Analysis, Department Biomedical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands. Electronic address: v.cheplygina@tue.nl.
de Bruijne M; Biomedical Imaging Group Rotterdam, Departments Radiology and Medical Informatics, Erasmus Medical Center, Rotterdam, the Netherlands; The Image Section, Department Computer Science, University of Copenhagen, Copenhagen, Denmark.
Pluim JPW; Medical Image Analysis, Department Biomedical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands; Image Sciences Institute, University Medical Center Utrecht, Utrecht, the Netherlands.

Med Image Anal ; 54: 280-296, 2019 05.

Article en En | MEDLINE | ID: mdl-30959445

Asunto(s)

Diagnóstico por Imagen; Procesamiento de Imagen Asistido por Computador/métodos; Aprendizaje Automático Supervisado; Humanos

Palabras clave

Computer aided diagnosis; Machine learning; Medical imaging; Multi-task learning; Multiple instance learning; Semi-supervised learning; Transfer learning; Weakly-supervised learning

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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Procesamiento de Imagen Asistido por Computador / Diagnóstico por Imagen / Aprendizaje Automático Supervisado Tipo de estudio: Diagnostic_studies Límite: Humans Idioma: En Año: 2019 Tipo del documento: Article

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