most citedOneSeg: Self-learning and One-shot Learning based Single-slice Annotation for 3D Medical Image Segmentation

1 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2023★ 1 cited

OneSeg: Self-learning and One-shot Learning based Single-slice Annotation for 3D Medical Image Segmentation

Yixuan Wu, Bo Zheng, Jintai Chen +2

As deep learning methods continue to improve medical image segmentation performance, data annotation is still a big bottleneck due to the labor-intensive and time-consuming burden…

cs.CV2023★ 1 cited

GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels

Yixuan Wu, Jintai Chen, Jiahuan Yan +3

Since annotating medical images for segmentation tasks commonly incurs expensive costs, it is highly desirable to design an annotation-efficient method to alleviate the annotation…