WGCAMNet: Wasserstein Generative Adversarial Network Augmented and Custom Attention Mechanism Based Deep Neural Network for Enhanced Brain Tumor Detection and Classification

WGCAMNet: Wasserstein Generative Adversarial Network Augmented and Custom Attention Mechanism Based Deep Neural Network for Enhanced Brain Tumor Detection and Classification

Brain tumor detection and categorization of its subtypes are essential for early diagnosis and improving patient outcomes. This research presents a cutting-edge approach that employs advanced data augmentation and deep learning methodologies for brain tumor classification. For this work, a dataset o...

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Bibliographic Details
Main Authors: Fatema Binte Alam, Tahasin Ahmed Fahim, Md Asef, Md Azad Hossain, M. Ali Akber Dewan
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Information
Subjects:
attention mechanism
brain tumor
convolutional neural network
deep neural network
WGAN
Online Access:https://www.mdpi.com/2078-2489/15/9/560
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