Population-Diverse Training
Cross-source consensus on Population-Diverse Training from 1 sources and 3 claims.
1 sources · 3 claims
How it works
Benefits
Highlighted claims
- Increasing training-population diversity generally raised held-out accuracy and reduced variance. — Robust and Clinically Reliable EEG Biomarkers: A Cross Population Framework for Generalizable Parkinson's Disease Detection
- Training on multiple heterogeneous populations reduces reliance on population-specific shortcuts. — Robust and Clinically Reliable EEG Biomarkers: A Cross Population Framework for Generalizable Parkinson's Disease Detection
- Adding more diverse populations can stabilize biomarkers but does not eliminate target dependence. — Robust and Clinically Reliable EEG Biomarkers: A Cross Population Framework for Generalizable Parkinson's Disease Detection