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ResearchFormerly WizWand

Health Conditions Classification on Longitudinal Wearable Sensor Waveforms

0.89AUROCWavesFM
0.498960.600480.7020.80352May 9, 2026
Updated 6mo ago

Evaluation results

MethodLinks
WavesFMSub-task=pacemaker, Positive Samples=42026.050.890.737
WavesFMSub-task=heart failure, Positive Samples=172026.050.8680.678
WavesFMSub-task=heart attack, Positive Samples=242026.050.8540.677
WavesFMSub-task=coronary artery disease, Positive Samples=322026.050.850.687
WavesFMSub-task=joint replace., Positive Samples=322026.050.8470.636
WavesFMSub-task=urinary incontinence, Positive Samples=202026.050.8090.648
WavesFMSub-task=diabetes, Positive Samples=1252026.050.7910.62
WavesFMSub-task=arthritis, Positive Samples=1672026.050.7810.592
WavesFMSub-task=osteoporosis, Positive Samples=242026.050.7790.656
WavesFMSub-task=atrial fibrillation, Positive Samples=422026.050.7570.622
WavesFMSub-task=anxiety, Positive Samples=4202026.050.7410.586
WavesFMSub-task=neuropathy, Positive Samples=522026.050.7410.597
WavesFMSub-task=stroke, Positive Samples=112026.050.740.533
WavesFMSub-task=hearing loss, Positive Samples=802026.050.7320.606
WavesFMSub-task=depression, Positive Samples=4222026.050.7240.59
WavesFMSub-task=hypertension, Positive Samples=7432026.050.7190.578
WavesFMSub-task=Mean (Health Condition)2026.050.7170.586
WavesFMSub-task=cancer, Positive Samples=652026.050.6990.562
WavesFMSub-task=thyroid disease, Positive Samples=962026.050.6860.548
WavesFMSub-task=back disorder, Positive Samples=1452026.050.6810.563
WavesFMSub-task=none, Positive Samples=3482026.050.6780.547
WavesFMSub-task=kidney disease, Positive Samples=602026.050.6730.544
WavesFMSub-task=neck disorder, Positive Samples=652026.050.6640.574
WavesFMSub-task=COPD, Positive Samples=312026.050.6620.543
WavesFMSub-task=vision loss, Positive Samples=402026.050.6490.54
PulsePPGSub-task=Mean (Health Condition)2026.050.6480.552
AnyPPGSub-task=Mean (Health Condition)2026.050.6460.562
PaPaGeiSub-task=Mean (Health Condition)2026.050.6370.55
WavesFMSub-task=other rhythm, Positive Samples=882026.050.6350.537
WavesFMSub-task=allergy, Positive Samples=1822026.050.6260.518
WavesFMSub-task=high cholesterol, Positive Samples=5932026.050.6010.513
WavesFMSub-task=high triglycerides, Positive Samples=2602026.050.5710.518
WavesFMSub-task=asthma, Positive Samples=2232026.050.5520.511
WavesFMSub-task=valve disease, Positive Samples=122026.050.5140.526