Explainable CNN for brain tumor detection and classification through XAI based key features identification

Explainable CNN for brain tumor detection and classification through XAI based key features identification

Abstract Despite significant advancements in brain tumor classification, many existing models suffer from complex structures that make them difficult to interpret. This complexity can hinder the transparency of the decision-making process, causing models to rely on irrelevant features or normal soft...

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Bibliographic Details
Main Authors: Shagufta Iftikhar, Nadeem Anjum, Abdul Basit Siddiqui, Masood Ur Rehman, Naeem Ramzan
Format: Article
Language:English
Published: SpringerOpen 2025-04-01
Series:Brain Informatics
Subjects:
Convolutional neural network
Deep learning
Explainable AI
Brain tumor classification
Online Access:https://doi.org/10.1186/s40708-025-00257-y
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