Wei Liao's repositories
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FEVAR_label_train
Label, train and visualize data
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FITC_image_prediction
A cGAN model for neutrophil FITC image prediction
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Learning_Time_Series_EHR
A comprehesive investigation on how time-series EHR can encode static information
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mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
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SOFA_24h
Predict 24h later SOFA score using METRE-extracted MIMIC-IV and eICU data
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STEER
DiSentangling Patient Static Information from Time-series Electronic HEalth Record
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PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
Apache-2.0000
TCN
Sequence modeling benchmarks and temporal convolutional networks
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timeVAE
TimeVAE implementation in keras/tensorflow
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TS-ALE
ALE interpretation on time-series EHR data
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