BioMed Research International / 2021 / Article / Tab 7

Research Article

Automated Segmentation Method for Low Field 3D Stomach MRI Using Transferred Learning Image Enhancement Network

Table 7

Comparison of segmentation results of different image enhancement methods.

MethodMetric#patientMean
1234

Traditional_basedDC0.6430.8530.6210.5440.665
Haus98.0626.7088.4858.064
Sen0.4940.7810.4750.4030.538
Spe0.9990.9990.9990.9990.999
OR0.0390.0470.0520.0730.053
UR0.4860.2080.4970.5530.436

CycleGAN_basedDC0.6840.8650.6810.5320.690
Haus97.8746.70887.895
Sen0.5350.8140.5510.5090.602
Spe0.9990.9990.9990.9990.999
OR0.0290.0640.0640.0260.046
UR0.4510.1740.4190.4780.381

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