Treatment Classification on Longitudinal Wearable Sensor Waveforms
78.4AUROCWavesFM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| WavesFMSub-task=opioid, Positive Samples=272026.05 | 78.4 | 64.2 | |
| WavesFMSub-task=CCBs, Positive Samples=1212026.05 | 77.5 | 63 | |
| WavesFMSub-task=antidepressants, Positive Samples=3062026.05 | 76.7 | 62.1 | |
| WavesFMSub-task=beta blockers, Positive Samples=1532026.05 | 76.7 | 62.2 | |
| WavesFMSub-task=diuretics, Positive Samples=1202026.05 | 75.4 | 59.4 | |
| WavesFMSub-task=antcoagulants, Positive Samples=352026.05 | 71.7 | 61.2 | |
| WavesFMSub-task=ARBs, Positive Samples=1982026.05 | 71.5 | 56.1 | |
| WavesFMSub-task=anti psychotics, Positive Samples=382026.05 | 69.5 | 56.4 | |
| WavesFMSub-task=aldosterone, Positive Samples=232026.05 | 69.4 | 51.1 | |
| WavesFMSub-task=Mean (Treatment)2026.05 | 69.1 | 57.1 | |
| WavesFMSub-task=anti anxiety, Positive Samples=2872026.05 | 68.9 | 56.4 | |
| WavesFMSub-task=ACE inhib., Positive Samples=1432026.05 | 67.8 | 56 | |
| WavesFMSub-task=none, Positive Samples=6172026.05 | 66.6 | 52.8 | |
| WavesFMSub-task=antiplatelets, Positive Samples=172026.05 | 66.1 | 58.4 | |
| WavesFMSub-task=PDE inhib., Positive Samples=912026.05 | 65.5 | 51.6 | |
| WavesFMSub-task=minoxidil, Positive Samples=752026.05 | 63.5 | 54.4 | |
| PulsePPGSub-task=Mean (Treatment)2026.05 | 62.4 | 53.8 | |
| WavesFMSub-task=alpha blockers, Positive Samples=92026.05 | 62.1 | 56.8 | |
| AnyPPGSub-task=Mean (Treatment)2026.05 | 61.4 | 53.3 | |
| PaPaGeiSub-task=Mean (Treatment)2026.05 | 60.6 | 53.6 | |
| WavesFMSub-task=sleeping aids, Positive Samples=2272026.05 | 60.3 | 53.6 | |
| PulsePPGSub-task=ACE inhib., Positive Samples=1432026.05 | 58.4 | 53.2 | |
| AnyPPGSub-task=ACE inhib., Positive Samples=1432026.05 | 58.3 | 51.5 | |
| PaPaGeiSub-task=ACE inhib., Positive Samples=1432026.05 | 57.7 | 51.1 | |
| WavesFMSub-task=NSAIDs, Positive Samples=3932026.05 | 56.1 | 51.3 |