Transforming Brain Tumor Detection Empowering Multi-Class Classification With Vision Transformers and EfficientNetV2

Transforming Brain Tumor Detection Empowering Multi-Class Classification With Vision Transformers and EfficientNetV2

Brain Tumor is a significant health challenge, with early, precise detection crucial for improving patient outcomes. Traditional diagnostics methods depend on expert radiologists, leading to subjectivity and time-intensive evaluations. In recent advancements, AI and DL have demonstrated remarkable m...

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Bibliographic Details
Main Authors: Anees Tariq, Muhammad Munwar Iqbal, Muhammad Javed Iqbal, and Iftikhar Ahmad
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
EfficientNetV2
convolutional neural network (CNN)
brain tumor vision transformers (ViT)
magnetic resonance imaging (MRI)
multilayer perceptron (MLP)
Online Access:https://ieeexplore.ieee.org/document/10945363/
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