Table 1 Tremor detection performance on PD@Home (average across leave-one-subject out cross-validation folds, and standard deviation between brackets), for different subgroups and different types of activities
From: A generalizable and open-source algorithm for real-life monitoring of tremor in Parkinson’s disease
Sensitivity | Specificity | Weighted specificity across sitting, standing, gait and postural transitions | |
|---|---|---|---|
Overall (n = 48) | 0.61 (0.20) | 0.97 (0.05) | |
Subgroup | |||
Tremor PD (n = 8) | 0.61 (0.20) | 0.91 (0.04) | 0.92 (0.05) |
Non-tremor PD (n = 16) | – | 0.96 (0.06) | 0.97 (0.05) |
Non-PD controls (n = 24) | – | 0.99 (0.01) | 0.99 (0.01) |
Type of activity | |||
Sitting (n = 8/n = 48) | 0.62 (0.28) | 0.96 (0.07) | |
Standing (n = 7/n = 48) | 0.48 (0.34) | 0.99 (0.03) | |
Gait (n = 7/n = 48) | 0.01 (0.03) | 1 (0) | |
Postural transitions (n = 48) | - | 1 (0.01) | |
Running/Exercising (n = 5) | - | 1 (0) | |
Cycling (n = 14) | - | 1 (0) | |
Driving motorized vehicle (n = 2) | - | 1 (0.01) | |
Significant upper limb activity (n = 8) | - | 0.98 (0.03) | |
Periodic activities (n = 5) | - | 0.98 (0.04) | |
