Explainable AI in medical imaging: an interpretable and collaborative federated learning model for brain tumor classification

Explainable AI in medical imaging: an interpretable and collaborative federated learning model for brain tumor classification

IntroductionA brain tumor is a collection of abnormal cells in the brain that can become life-threatening due to its ability to spread. Therefore, a prompt and meticulous classification of the brain tumor is an essential element in healthcare care. Magnetic Resonance Imaging (MRI) is the central res...

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Bibliographic Details
Main Authors: Qurat-ul-ain Mastoi, Shahid Latif, Sarfraz Brohi, Jawad Ahmad, Abdulmajeed Alqhatani, Mohammed S. Alshehri, Alanoud Al Mazroa, Rahmat Ullah
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Oncology
Subjects:
explainable AI
federated learning
brain tumors
GoogLeNet
medical diagnosis
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2025.1535478/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2025.1535478/full

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