Table 2 Number of data clips scored for tremor and bradykinesia used in the supervised machine learning models
Score | No. Clips with Tremor Score (%) | No. Clips with Bradykinesia Score (%) | ||
|---|---|---|---|---|
BioStampRC | Watch | BioStampRC | Watch | |
0 | 12,143 (73.8%) | 10,485 (73.1%) | 5487 (45.0%) | 4845 (44.8%) |
> 0 | 4302 (26.2%) | 3854 (26.9%) | 6697 (55.0%) | 5979 (55.2%) |
1 | 2684 (16.3%) | 2346 (16.4%) | 4764 (39.1%) | 4213 (38.9%) |
2 | 1274 (7.7%) | 1233 (8.6%) | 1835 (15.1%) | 1676 (15.5%) |
3 | 344 (2.0%) | 275 (1.9%) | 98 (0.8%) | 90 (0.8%) |
4 | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) | 0 (0.0%) |
Total | 16,445 | 14,339 | 12,184 | 10,824 |