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Table 2 Time (unit: s) taken by each model to generate interpretation results from input of an ultrasonic image (from least to most time taken)

From: Automatic ovarian tumors recognition system based on ensemble convolutional neural network with ultrasound imaging

CNN models

ResNet-18

Xception

ResNet-50

ShuffleNet

Darknet-19

Time (s)

0.32

0.67

0.81

0.83

0.97

CNN models

MobileNet-v2

Darknet-53

ResNet-101

Inception-v3

DenseNet-201

Time (s)

1.21

1.27

1.58

1.90

1.96

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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