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ResearchFormerly WizWand

Demographics Classification on Longitudinal Wearable Sensor Waveforms

0.992AUROCWavesFM
0.77360.83030.8870.9437May 9, 2026
Updated 5mo ago

Evaluation results

MethodLinks
WavesFMSub-task=sex male, Positive Samples=12542026.050.9920.966
PulsePPGSub-task=sex male, Positive Samples=12542026.050.9720.891
AnyPPGSub-task=sex male, Positive Samples=12542026.050.9630.886
WavesFMSub-task=Mean (Demographics)2026.050.9520.86
WavesFMSub-task=older age (age ≥ 50), Positive Samples=4472026.050.9510.829
PaPaGeiSub-task=sex male, Positive Samples=12542026.050.9340.798
WavesFMSub-task=obesity (BMI ≥ 30), Positive Samples=7272026.050.9130.787
AnyPPGSub-task=older age (age ≥ 50), Positive Samples=4472026.050.9020.743
PulsePPGSub-task=older age (age ≥ 50), Positive Samples=4472026.050.9010.73
PulsePPGSub-task=Mean (Demographics)2026.050.9010.764
AnyPPGSub-task=Mean (Demographics)2026.050.8930.767
PaPaGeiSub-task=Mean (Demographics)2026.050.8570.716
PaPaGeiSub-task=older age (age ≥ 50), Positive Samples=4472026.050.8540.72
PulsePPGSub-task=obesity (BMI ≥ 30), Positive Samples=7272026.050.8290.67
AnyPPGSub-task=obesity (BMI ≥ 30), Positive Samples=7272026.050.8130.672
PaPaGeiSub-task=obesity (BMI ≥ 30), Positive Samples=7272026.050.7820.629