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Multi-Class Brain Tumor Classification Using GAN-Enhanced Deep Convolutional Networks Cover

Multi-Class Brain Tumor Classification Using GAN-Enhanced Deep Convolutional Networks

International Journal on Smart Sensing and Intelligent Systems
Volume 19 (2026): Issue 1 (January 2026)
By:  and    
Open Access
|Aug 2026
Authors

Authors

Saryu Verma

saryu.verma@chitkara.edu.in

Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India

Jatin Arora

jatin.arora@chitkara.edu.in

Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India
DOI: https://doi.org/10.2478/ijssis-2026-0052 | Journal eISSN: 1178-5608
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Language: English
Submitted on: Apr 22, 2026
Published on: Aug 12, 2026
Published by: International Journal on Smart Sensing and Intelligent Systems
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year
Keywords:
brain tumor classification,
deep learning,
deep convolutional generative adversarial networks,
convolutional neural networks,
efficientNetB3,
MRI augmentation,
Grad-CAM
Related subjects:
Engineering,
Introductions and overviews,
Engineering, other

© 2026 Saryu Verma, Jatin Arora, published by International Journal on Smart Sensing and Intelligent Systems
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Volume 19 (2026): Issue 1 (January 2026)
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