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Table 1 The conclusion of machine learning methods used in COVID-19 prediction tasks

From: Predicting COVID-19 disease progression and patient outcomes based on temporal deep learning

Non-deep learning methods Deep learning methods
Statistics Regression SVM Decision tree Basic NN CNNs RNNs
LDA [14]
NB [15]
k-NN [16]
LR [17, 18]
Cox [19]
[17] RF [17]
XGBoost [1]
BPNN [17, 19, 20],
GRNN [21],
RBFNN [21],
PNN [21]
Basic CNN [22],
Transfer CNN [23],
GDCNN [24],
COVID-Net [25],
COVNet [26]
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  1. We use the abbreviations of methods and the full names are listed in Table 1