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Deep learning–based denoising of low-dose SPECT myocardial perfusion images: quantitative assessment and clinical performance

PURPOSE: This work was set out to investigate the feasibility of dose reduction in SPECT myocardial perfusion imaging (MPI) without sacrificing diagnostic accuracy. A deep learning approach was proposed to synthesize full-dose images from the corresponding low-dose images at different dose reduction...

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Detalles Bibliográficos
Autores principales: Aghakhan Olia, Narges, Kamali-Asl, Alireza, Hariri Tabrizi, Sanaz, Geramifar, Parham, Sheikhzadeh, Peyman, Farzanefar, Saeed, Arabi, Hossein, Zaidi, Habib
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8940834/
https://www.ncbi.nlm.nih.gov/pubmed/34778929
http://dx.doi.org/10.1007/s00259-021-05614-7

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