1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.CV2026
DuMeta++: Spatiotemporal Dual Meta-Learning for Generalizable Few-Shot Brain Tissue Segmentation Across Diverse Ages
Yongheng Sun, Jun Shu, Jianhua Ma +1
Accurate segmentation of brain tissues from MRI scans is critical for neuroscience and clinical applications, but achieving consistent performance across the human lifespan remains…
eess.IV2023
Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative Learning
Zehua Ren, Yongheng Sun, Miaomiao Wang +6
Accurate segmentation of punctate white matter lesions (PWMLs) are fundamental for the timely diagnosis and treatment of related developmental disorders. Automated PWMLs segmentati…
cs.CV2023★ 1 cited
Dual Meta-Learning with Longitudinally Generalized Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan
Yongheng Sun, Fan Wang, Jun Shu +3
Brain tissue segmentation is essential for neuroscience and clinical studies. However, segmentation on longitudinal data is challenging due to dynamic brain changes across the life…