Unsupervised X-ray image segmentation with task driven generative adversarial networks.

Zhang, Yue; Miao, Shun; Mansi, Tommaso; Liao, Rui

Zhang, Yue; Miao, Shun; Mansi, Tommaso; Liao, Rui.

Afiliación

Zhang Y; Siemens Healthineers, Digital Technology and Innovation, Princeton, NJ, USA; Department of Mathematics, Applied Mathematics and Statistics, Case Western Reserve University, Cleveland, OH, USA. Electronic address: yue.zhang@siemens-healthineers.com.
Miao S; Siemens Healthineers, Digital Technology and Innovation, Princeton, NJ, USA. Electronic address: shwinmiao@gmail.com.
Mansi T; Siemens Healthineers, Digital Technology and Innovation, Princeton, NJ, USA. Electronic address: tommaso.mansi@siemens-healthineers.com.
Liao R; Siemens Healthineers, Digital Technology and Innovation, Princeton, NJ, USA. Electronic address: rui.liao@siemens-healthineers.com.

Med Image Anal ; 62: 101664, 2020 05.

Article en En | MEDLINE | ID: mdl-32120268

Asunto(s)

Procesamiento de Imagen Asistido por Computador; Tomografía Computarizada por Rayos X; Humanos; Radiografía; Rayos X

Palabras clave

Generative adversarial networks; Image-to-image networks; Task driven modeling; Unsupervised domain adaptation; X-Ray image segmentation

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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Procesamiento de Imagen Asistido por Computador / Tomografía Computarizada por Rayos X Tipo de estudio: Diagnostic_studies / Qualitative_research Límite: Humans Idioma: En Revista: Med Image Anal Asunto de la revista: DIAGNOSTICO POR IMAGEM Año: 2020 Tipo del documento: Article

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