An active learning approach to train a deep learning algorithm for tumor segmentation from brain MR images

Insights into Imaging

Table 5 Metric results for the reference Dice score method Model D and the classification model method Model E

Model	Epoch	Sensitivity	Positive predictive value	Dice similarity coefficient	Jaccard similarity coefficient	Modified Hausdorff distance
Model D; Dice score method	51	0.918	0.864	0.885	0.802	3.563
Model E; Classification model method	60	0.904	0.835	0.860	0.764	3.899