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A Deep Learning Framework for Brain Tumor Classification Using VGG16-Based Autoencoder with BiLSTM Feature Refinement Cover

A Deep Learning Framework for Brain Tumor Classification Using VGG16-Based Autoencoder with BiLSTM Feature Refinement

Open Access
|Feb 2026

Authors

S. Jansi

Department of Computer Science and Technology, Madanapalle Institute of Technology & Science, Madanapalle, India

P. T. Bharathi

Department of Computer Science and Engineering, Siddaganga Institute of Technology, Tumakuru, India

A. B. Feroz Khan

abferozkhan@gmail.com

Department of Computer Science, Syed Hameedha Arts and Science College, Kilakarai, India

R. Jayanthi

Department of MCA, Dayananda Sagar College of Engineering, Kumaraswamy Layout, Bangalore, India
Language: English
Submitted on: May 23, 2025
Published on: Feb 20, 2026
Published by: International Journal on Smart Sensing and Intelligent Systems
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2026 S. Jansi, P. T. Bharathi, A. B. Feroz Khan, R. Jayanthi, published by International Journal on Smart Sensing and Intelligent Systems
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.