NRGAMTE: Neurophysiological Residual Gated Attention Multimodal Transformer Encoder for Sleep Disorder Detection
The results shows that NRGAMTE obtains high performance across multiple datasets, significantly improving detection accuracy. This demonstrated their potential as a reliable tool for clinical sleep disorder detection.
Authors
- Janani Subramaniam (ORCID: https://orcid.org/0000-0002-0533-7687)
- Amith Vijaykumar
- Aruna Mogarala Guruvaya
- Puttamadappa Chaluve Gowda
Institutions
- Centre for Artificial Intelligence and Robotics (IN)
- Salem College (US)
- Dr. Hari Singh Gour University (IN)
Publication Details
- Journal
- Brain Sciences
- Published
- 2025-09-13
- DOI
- https://doi.org/10.3390/brainsci15090985
- Primary Topic
- EEG and Brain-Computer Interfaces
- Type
- article
- Field-Weighted Citation Impact
- 0.00