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Table 10 Dice overlap metrics for segmentations on LVSC 2009 and ACDC 2017 datasets

From: Automated cardiovascular magnetic resonance image analysis with fully convolutional networks

 

LVSC 2009

ACDC 2017

 

validation set (n = 15)

training set split (n = 20)

 

w.o. fine-tune

w. fine-tune

w.o. fine-tune

w. fine-tune

LV cavity

0.72 (0.22)

0.90 (0.08)

0.74 (0.29)

0.94 (0.04)

LV myocardium

0.56 (0.18)

0.81 (0.05)

0.65 (0.24)

0.88 (0.05)

RV cavity

-

-

0.60 (0.35)

0.88 (0.08)

  1. The performances using the UK Biobank-trained network without fine-tuning and after fine-tuning are compared. The mean and standard deviation (in parenthesis) are reported