Channel Selection
Cross-source consensus on Channel Selection from 1 sources and 3 claims.
1 sources · 3 claims
How it works
Benefits
Highlighted claims
- Channel selection was nested inside patient-level cross-validation to avoid leaking held-out population data. — Robust and Clinically Reliable EEG Biomarkers: A Cross Population Framework for Generalizable Parkinson's Disease Detection
- Four-channel models gave the most consistent balance between accuracy and stability. — Robust and Clinically Reliable EEG Biomarkers: A Cross Population Framework for Generalizable Parkinson's Disease Detection
- Restricting channels can reduce site-specific nuisance directions but may also remove weak disease-related signals. — Robust and Clinically Reliable EEG Biomarkers: A Cross Population Framework for Generalizable Parkinson's Disease Detection