Visualizing UNet Decisions: An Explainable AI Perspective for Brain MRI Segmentation

In recent years, medical image analysis, particularly neuroimaging, has experienced remarkable advancements, with Magnetic Resonance Imaging (MRI) greatly helping in diagnosing complex neurological disorders, including brain tumors. However, accurately segmenting brain tumors from MRI scans remains...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	D. Jeya Mala, Mainak Chattopadhyay, Parthiba Mukhopadhyay, Roopak Sinha
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Neuro image analysis brain MRI segmentation UNet explainable AI Grad-CAM Vanilla Grad
Online Access:	https://ieeexplore.ieee.org/document/11095691/