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...

詳細記述

書誌詳細

主要な著者:	D. Jeya Mala, Mainak Chattopadhyay, Parthiba Mukhopadhyay, Roopak Sinha
フォーマット:	Artigo
言語:	Inglês
出版事項:	IEEE 2025-01-01
シリーズ:	IEEE Access
主題:	Neuro image analysis brain MRI segmentation UNet explainable AI Grad-CAM Vanilla Grad
オンライン･アクセス:	https://ieeexplore.ieee.org/document/11095691/
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