Transfer learning for accurate brain tumor classification in MRI: a step forward in medical diagnostics

Transfer learning for accurate brain tumor classification in MRI: a step forward in medical diagnostics

Abstract Brain tumor classification is critical for therapeutic applications that benefit from computer-aided diagnostics. Misdiagnosing a brain tumor can significantly reduce a patient's chances of survival, as it may lead to ineffective treatments. This study proposes a novel approach for cla...

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Bibliographic Details
Main Authors: Muhammad Adnan Khan, Muhammad Zahid Hussain, Shahid Mehmood, Muhammad Farhan Khan, Munir Ahmad, Tehseen Mazhar, Tariq Shahzad, Mamoon M. Saeed
Format: Article
Language:English
Published: Springer 2025-06-01
Series:Discover Oncology
Subjects:
AlexNet
Brain tumor classification
GoogleNet
MobileNetv2
Transfer learning
Deep learning
Online Access:https://doi.org/10.1007/s12672-025-02671-4
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https://doi.org/10.1007/s12672-025-02671-4

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