Consistency and adversarial semi-supervised learning for medical image segmentation

Yongqiang Tang, Shilei Wang, Yuxun Qu, Zhihua Cui, Wensheng Zhang

Abstract: Highlights•Introduced adversarial mechanism can efficiently utilizing a small amount of labeled data and a large amount of unlabeled data.•Accurately segmenting medical images even with a small amount of labeled data.•Maintaining high performance across multiple medical image datasets.