60 citations · 78 across the 4 of their papers we have counts for
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cs.CV2026
Fully Differentiable Bidirectional Dual-Task Synergistic Learning for Semi-Supervised 3D Medical Image Segmentation
Jun Li
Semi-supervised learning relaxes the need of large pixel-wise labeled datasets for image segmentation by leveraging unlabeled data. The scarcity of high-quality labeled data remain…
cs.CV2025★ 10 cited
Generalizable Pancreas Segmentation via a Dual Self-Supervised Learning Framework
Jun Li, Hongzhang Zhu, Tao Chen +1
Recently, numerous pancreas segmentation methods have achieved promising performance on local single-source datasets. However, these methods don't adequately account for generaliza…
cs.CV2019★ 60 cited
Pancreas segmentation with probabilistic map guided bi-directional recurrent UNet
Jun Li, Xiaozhu Lin, Hui Che +2
Pancreas segmentation in medical imaging data is of great significance for clinical pancreas diagnostics and treatment. However, the large population variations in the pancreas sha…