Consistency-Guided Meta-learning for Bootstrap** Semi-supervised Medical Image Segmentation

Q Wei, L Yu, X Li, W Shao, C ** Medical Image Segmentation from Imperfect Supervision
Q Wei, L Yu, X Li, W Shao, C **e, L **ng, Y Zhou - 2023 - openreview.net
Medical imaging has witnessed remarkable progress but usually requires a large amount of
high-quality annotated data which is time-consuming and costly to obtain. To alleviate the …

Biquality learning: from weakly supervised learning to distribution shifts

P Nodet - 2023 - theses.hal.science
The field of Learning with weak supervision is called Weakly Supervised Learning and
aggregates a variety of situations where the collected ground truth is imperfect. The …