Learned spatiotemporal correlation priors for CEST image denoising using incorporated global-spectral convolution neural network.

Chen, Huan; Chen, Xinran; Lin, Liangjie; Cai, Shuhui; Cai, Congbo; Chen, Zhong; Xu, Jiadi; Chen, Lin

Chen, Huan; Chen, Xinran; Lin, Liangjie; Cai, Shuhui; Cai, Congbo; Chen, Zhong; Xu, Jiadi; Chen, Lin.

Afiliación

Chen H; Department of Electronic Science, Fujian Provincial Key Laboratory of Plasma and Magnetic Resonance, School of Electronic Science and Engineering, National Model Microelectronics College, Xiamen University, Xiamen, China.
Chen X; Department of Electronic Science, Fujian Provincial Key Laboratory of Plasma and Magnetic Resonance, School of Electronic Science and Engineering, National Model Microelectronics College, Xiamen University, Xiamen, China.
Lin L; MSC Clinical & Technical Solutions, Philips Healthcare, Beijing, China.
Cai S; Department of Electronic Science, Fujian Provincial Key Laboratory of Plasma and Magnetic Resonance, School of Electronic Science and Engineering, National Model Microelectronics College, Xiamen University, Xiamen, China.
Cai C; Department of Electronic Science, Fujian Provincial Key Laboratory of Plasma and Magnetic Resonance, School of Electronic Science and Engineering, National Model Microelectronics College, Xiamen University, Xiamen, China.
Chen Z; Department of Electronic Science, Fujian Provincial Key Laboratory of Plasma and Magnetic Resonance, School of Electronic Science and Engineering, National Model Microelectronics College, Xiamen University, Xiamen, China.
Xu J; Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Chen L; Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.

Magn Reson Med ; 90(5): 2071-2088, 2023 11.

Article en En | MEDLINE | ID: mdl-37332198

Asunto(s)

Algoritmos; Redes Neurales de la Computación; Ratones; Animales; Humanos; Relación Señal-Ruido; Simulación por Computador; Fantasmas de Imagen; Procesamiento de Imagen Asistido por Computador/métodos

Palabras clave

MRI; chemical exchange saturation transfer; convolution neural network; deep learning; denoising

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Algoritmos / Redes Neurales de la Computación Límite: Animals / Humans Idioma: En Revista: Magn Reson Med Asunto de la revista: DIAGNOSTICO POR IMAGEM Año: 2023 Tipo del documento: Article País de afiliación: China

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