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Attention-Based Fusion of EEG Spectrograms and Scalograms for Schizophrenia Detection Using Vision Transformers Cover

Attention-Based Fusion of EEG Spectrograms and Scalograms for Schizophrenia Detection Using Vision Transformers

Journal of Information Assurance and Security
Volume 21 (2026): Issue 5 (August 2026)
By:  and    
Open Access
|Jul 2026
Authors

Authors

Farah Shan

farahshanphd@gmail.com

Computer Science and Engineering, Teerthankar Mahaveer University, Moradabad, India

Shalini Z. Ninoria

shalinininoria@gmail.com

Computer Science and Engineering, Teerthankar Mahaveer University, Moradabad, India
DOI: https://doi.org/10.2478/ias-2026-0014 | Journal eISSN: 1554-1029 | Journal ISSN: 1554-1010
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Language: English
Page range: 274 - 293
Published on: Jul 30, 2026
Published by: Cerebration Science Publishing Co., Limited
In partnership with: Paradigm Publishing Services
Publication frequency: Volume open
Keywords:
Schizophrenia Detection,
EEG Signals,
Spectrogram,
Scalogram,
Time–Frequency Analysis,
Attention-Based Fusion,
Cross-Attention,
Vision Transformer (ViT)
Related subjects:
Computer sciences,
Fundamentals of computer sciences,
Theoretical computer sciences,
IT-security and cryptology

© 2026 Farah Shan, Shalini Z. Ninoria, published by Cerebration Science Publishing Co., Limited
This work is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License.

Volume 21 (2026): Issue 5 (August 2026)
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