Hybrid 3B Net and EfficientNetB2 Model for Multi-Class Brain Tumor Classification

Hybrid 3B Net and EfficientNetB2 Model for Multi-Class Brain Tumor Classification

Brain tumor classification and diagnosis are critical for timely and effective treatment, as brain tumors can severely impact patient health and survival. This paper introduces an enhanced method for the multiclass classification of brain tumors using a novel three-branch convolutional neural networ...

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Bibliographic Details
Main Authors: R. Preetha, M. Jasmine Pemeena Priyadarsini, J. S. Nisha
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Brain tumor
convolutional neural network (CNN)
deep learning (DL)
deep neural network (DNN)
EfficientNet
magnetic resonance imaging (MRI)
Online Access:https://ieeexplore.ieee.org/document/10950392/
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