Deep learning-based multi-frequency denoising for myocardial perfusion SPECT

Abstract Background Deep learning (DL)-based denoising has been proven to improve image quality and quantitation accuracy of low dose (LD) SPECT. However, conventional DL-based methods used SPECT images with mixed frequency components. This work aims to develop an integrated multi-frequency denoisin...

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Detalhes bibliográficos

Principais autores:	Yu Du, Jingzhang Sun, Chien-Ying Li, Bang-Hung Yang, Tung-Hsin Wu, Greta S. P. Mok
Formato:	Artigo
Idioma:	Inglês
Publicado em:	SpringerOpen 2024-10-01
coleção:	EJNMMI Physics
Assuntos:	Deep learning Myocardial perfusion SPECT Generative adversarial network Denoising
Acesso em linha:	https://doi.org/10.1186/s40658-024-00680-w
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