Phase retrieval for X-ray differential phase contrast radiography with knowledge transfer learning from virtual differential absorption model.

Tao, Siwei; Tian, Zonghan; Bai, Ling; Xu, Yueshu; Kuang, Cuifang; Liu, Xu

Tao, Siwei; Tian, Zonghan; Bai, Ling; Xu, Yueshu; Kuang, Cuifang; Liu, Xu.

Afiliación

Tao S; State Key Laboratory of Extreme Photonics and Instrumentation, College of Optical Science and Engineering, Zhejiang University, Hangzhou, 310027, China.
Tian Z; State Key Laboratory of Extreme Photonics and Instrumentation, College of Optical Science and Engineering, Zhejiang University, Hangzhou, 310027, China.
Bai L; State Key Laboratory of Extreme Photonics and Instrumentation, College of Optical Science and Engineering, Zhejiang University, Hangzhou, 310027, China.
Xu Y; State Key Laboratory of Extreme Photonics and Instrumentation, College of Optical Science and Engineering, Zhejiang University, Hangzhou, 310027, China; State Key Laboratory of Extreme Photonics and Instrumentation, ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang Univers
Kuang C; State Key Laboratory of Extreme Photonics and Instrumentation, College of Optical Science and Engineering, Zhejiang University, Hangzhou, 310027, China; State Key Laboratory of Extreme Photonics and Instrumentation, ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang Univers
Liu X; State Key Laboratory of Extreme Photonics and Instrumentation, College of Optical Science and Engineering, Zhejiang University, Hangzhou, 310027, China; State Key Laboratory of Extreme Photonics and Instrumentation, ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang Univers

Comput Biol Med ; 168: 107711, 2024 01.

Article en En | MEDLINE | ID: mdl-37995534

Asunto(s)

Aprendizaje Automático; Tomografía Computarizada por Rayos X; Rayos X; Radiografía; Tomografía Computarizada por Rayos X/métodos; Procesamiento de Imagen Asistido por Computador/métodos; Algoritmos

Palabras clave

Cone beam computed tomography; Generative adversarial network; Phase retrieval; Transfer learning; X-ray phase contrast imaging

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Tomografía Computarizada por Rayos X / Aprendizaje Automático Idioma: En Revista: Comput Biol Med Año: 2024 Tipo del documento: Article País de afiliación: China Pais de publicación: Estados Unidos

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