MRI-based detection of multiple sclerosis using an optimized attention-based deep learning framework
The 2DRK-MSCAN framework offers a reliable and effective solution for early MS detection using MRI. While clinical validation is ongoing, the method shows promising potential for aiding timely intervention and improving patient care.
Authors
- Rudrapathy Palaniappan
- M Mathankumar
- R. Delshi Howsalya Devi
- Kumaravel Ilangovan (ORCID: https://orcid.org/0000-0003-0111-511X)
Institutions
- SRM Institute of Science and Technology (IN)
- M. Kumarasamy College of Engineering
- Karpagam Academy of Higher Education (IN)
Publication Details
- Journal
- Neurological Research
- Published
- 2025-07-05
- DOI
- https://doi.org/10.1080/01616412.2025.2527899
- Primary Topic
- Brain Tumor Detection and Classification
- Type
- article
- Field-Weighted Citation Impact
- 0.00