Deep Learning-Based Acute Ischemic Stroke Lesion Segmentation Method on Multimodal MR Images Using a Few Fully Labeled Subjects

Table 3

Evaluation results obtained by using different numbers of weakly labeled subjects on the training set. The mean DC is presented in the way of . The best result has been highlighted in italic.

Scale of the dataset	DC			F1	DR
79 subjects		0.793	0.741	0.766	0.922
159 subjects		0.854	0.872	0.863	0.966
238 subjects		0.843	0.901	0.871	1.000
318 subjects	0.700 ± 0.134	0.821	0.920	0.867	1.000
398 subjects		0.852	0.923	0.886	1.000