Fast myocardial perfusion SPECT denoising using an attention-guided generative adversarial network

PURPOSE: Deep learning-based denoising is promising for myocardial perfusion (MP) SPECT. However, conventional convolutional neural network (CNN)-based methods use fixed-sized convolutional kernels to convolute one region within the receptive field at a time, which would be ineffective for learning...

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Detalles Bibliográficos
Autores principales: Sun, Jingzhang, Yang, Bang-Hung, Li, Chien-Ying, Du, Yu, Liu, Yi-Hwa, Wu, Tung-Hsin, Mok, Greta S. P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9935600/
https://www.ncbi.nlm.nih.gov/pubmed/36817784
http://dx.doi.org/10.3389/fmed.2023.1083413

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9935600/
https://www.ncbi.nlm.nih.gov/pubmed/36817784
http://dx.doi.org/10.3389/fmed.2023.1083413

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