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Table 2 Comparison of Sunnybrook Dice errors

From: Left ventricular segmentation from MRI datasets with edge modelling conditional random fields

Authors

Dice similarity

APD (mm)

 

Inner

Outer

Inner

Outer

Our method (trained on York)

0.87

0.92

2.70

2.23

Our method (after retraining)

0.91

0.93

1.84

1.95

Marak et al. [26]

0.86

0.93

2.6

3.0

Lu et al. [27]

0.89

0.94

2.07

1.91

Wijnhout et al. [28]

0.89

0.93

2.29

2.28

Casta et al. [29]

-

0.93

-

2.72

O’Brien et al. [30]

0.81

0.91

3.73

3.16

Constantinides et al. [31]

0.89

0.92

2.35

2.04

Huang S. et al. [32]

0.89

0.94

2.10

1.95

Jolly [14]

0.88

0.93

2.44

2.05

  1. Average Dice similarity metric and Average Perpendicular Distance (APD) for our segmentation of the Sunnybrook validation set (before and after training) and those reported by the different challenge entries.
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BMC Medical Imaging

ISSN: 1471-2342

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