Automatic MRI Image Classification Using Attention and Residual CNNs With Enhanced Image Denoising Filters

In clinical diagnosis, magnetic resonance imaging (MRI) plays a vital role in analyzing soft tissues. However, the images are affected by noise that is random in nature. The noise affects the quality of the image, which impacts the accuracy of diagnosis. To address this, in this paper, four enhanced...

Full description

Saved in:
Bibliographic Details
Main Authors: Suganya Athisayamani, A. Robert Singh, Faten Khalid Karim, Samih M. Mostafa
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10817572/
Tags: Add Tag
No Tags, Be the first to tag this record!