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ResearchFormerly WizWand

SSRI usage prediction on Actigraphy

0.7Average AUCPAT-L
0.515920.563710.61150.65929Nov 22, 2024
Updated 5mo ago

Evaluation results

MethodLinks
PAT-LParams=1.99M2024.110.7
PAT Conv-LParams=1.99M2024.110.695
PAT-MParams=1.00M2024.110.69
CNN-3D (Smoothed)Params=790K2024.110.68
CNN-3DParams=790K2024.110.677
Wavelet TransformParams=10K2024.110.674
ScratchTransformer-MParams=1.00M2024.110.669
PAT Conv-MParams=1.00M2024.110.668
PAT Conv-SParams=287K2024.110.656
ConvLSTM (Smoothed)Params=1.76M2024.110.655
PAT-SParams=287K2024.110.641
CNN-1DParams=10K2024.110.616
CNN-1D (Smoothed)Params=10K2024.110.611
ConvLSTMParams=1.76M2024.110.606
ScratchTransformer-SParams=287K2024.110.554
LSTMParams=15K2024.110.527
LSTM (Smoothed)Params=15K2024.110.523
ScratchTransformer-LParams=1.99M2024.110.523