Trans pixelate substitution scheme for denoising computed tomography images towards high diagnosis accuracy

Trans pixelate substitution scheme for denoising computed tomography images towards high diagnosis accuracy

Abstract Medical images are obtained from different optical scanners and devices to provide in-body diagnosis and detection. Such scanned/acquired images are tampered with/ distorted by the unnecessary noise present in the pixel levels. A Trans-Pixelate Denoising Scheme (TPDS) is implemented to deno...

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Bibliographic Details
Main Authors: Fengjun Hu, Hanjie Gu, Fan Wu, Chahira Lhioui, Salwa Othmen, Ayman Alfahid, Amr Yousef, Paolo Mercorelli
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
CT Image
Denoising
Medical diagnosis
Neural network
Pixel substitution
Online Access:https://doi.org/10.1038/s41598-025-95866-2
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