CNN-Res: deep learning framework for segmentation of acute ischemic stroke lesions on multimodal MRI images

Table 2 Summary of evaluation results in the studies based on SPES 2015

Study	Architecture	Measure	Results
U-net [41]	U-net	DC	42.47
Liang Chen et al. [42]	EDD Net	DC	81.43
Jonathan Long et al. [43]	FCN	DC	39.27
Michal Drozdzal et al. [44]	FC-ResNet	DC	49.70
Zhiyang Liu [45]	Res-FCN	DC	80.47
Michal Drozdzal et al. [46]	FC + FC_ResNet	DC	76.58
Liangliang Liu et al. [47]	Res-CNN	DC	83.94
Our study	CNN-Res	DC	79.23

ISSN: 1472-6947