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ResearchFormerly WizWand

Depression prediction on Actigraphy

61Average AUCPAT Conv-L
48.41651.68354.9558.217Nov 22, 2024
Updated 5mo ago

Evaluation results

MethodLinks
PAT Conv-LParams=1.99M2024.1161
PAT Conv-MParams=1.00M2024.1159.4
PAT-LParams=1.99M2024.1158.9
PAT Conv-SParams=287K2024.1158.7
CNN-3D (Smoothed)Params=790K2024.1158.6
CNN-3DParams=790K2024.1158.3
PAT-SParams=287K2024.1156
PAT-MParams=1.00M2024.1155.9
ConvLSTMParams=1.76M2024.1155
ConvLSTM (Smoothed)Params=1.76M2024.1154.7
ScratchTransformer-LParams=1.99M2024.1153.6
ScratchTransformer-MParams=1.00M2024.1153.6
Wavelet TransformParams=10K2024.1152.3
CNN-1DParams=10K2024.1152.2
CNN-1D (Smoothed)Params=10K2024.1151.7
ScratchTransformer-SParams=287K2024.1150.7
LSTM (Smoothed)Params=15K2024.1150.6
LSTMParams=15K2024.1148.9