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Table 6 Obtained AUROC and #Params, results on Chest X-ray14

From: Topology optimization search of deep convolution neural networks for CT and X-ray image classification

Method

Search method

Test AUROC (%)

#Params

Yao et al.

Manual

79.8

–

Wang et al.

Manual

73.8

–

CheXNet

Manual

84.4

7.0 M

Google AutoML

RL

79.7

–

LEAF

EA

84.3

–

NSGANet-X

EA

84.6

2.2 M

Our work

EA

84.91

1.6 M

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BMC Medical Imaging

ISSN: 1471-2342

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