When Participant Disjoint Validation Is Not Enough to Establish Generalization in Parkinson's Gait Classification
The study tested if using data from different participants to validate a Parkinson's gait classification model could prove it works across different locations. The finding was that site alone was enough to reproduce good performance, meaning the validation didn't successfully separate disease-related accuracy from location-specific variations.