A Co-Evolutionary Genetic Algorithm Approach to Optimizing Deep Learning for Brain Tumor Classification

A Co-Evolutionary Genetic Algorithm Approach to Optimizing Deep Learning for Brain Tumor Classification

Brain tumors are among the deadliest diseases, leading researchers to focus on improving the accuracy of tumor classification—a critical task for prompt diagnosis and effective treatment. Recent advancements in brain tumor diagnosis have significantly increased the use of deep learning te...

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Bibliographic Details
Main Authors: Abdelmgeid A. Ali, Mohamed T. Hammad, Hassan S. Hassan
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Brain tumors
convolutional neural network (CNN)
deep learning (DL)
EfficientNetB3
DenseNet121
transfer learning (TL)
Online Access:https://ieeexplore.ieee.org/document/10856009/
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