Multi-convolutional neural network brain image denoising study based on feature distillation learning and dense residual attention

Medical image denoising is particularly important in brain image processing. Noise in acquisition and transmission degrades image quality and affects the reliability of diagnosis and research. Due to the complexity of the brain's structure and minor density differences, noise can increase diagn...

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Bibliographic Details
Main Authors: Huimin Qu, Haiyan Xie, Qianying Wang
Format: Article
Language:English
Published: AIMS Press 2025-03-01
Series:Electronic Research Archive
Subjects:
Online Access:https://www.aimspress.com/article/doi/10.3934/era.2025055
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