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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
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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