Deep Learning–Based Prediction of Freezing of Gait in Parkinson's Disease With the Ensemble Channel Selection Approach
The reduced computational complexity enables real-time monitoring. Our approach demonstrates substantial improvements in classification results compared to traditional deep learning methods.
Authors
- Khosro Rezaee (ORCID: https://orcid.org/0000-0001-6763-6626)
- Sara Abbasi (ORCID: https://orcid.org/0000-0003-3425-4028)
Institutions
- Islamic Azad University, Mashhad (IR)
- Mofid University (IR)
Publication Details
- Journal
- Brain and Behavior
- Published
- 2024-12-31
- DOI
- https://doi.org/10.1002/brb3.70206
- Citations
- 11
- Primary Topic
- Muscle activation and electromyography studies
- Type
- article
- Field-Weighted Citation Impact
- 2.03