3 papers
cs.CV2025
MM-UNet: Morph Mamba U-shaped Convolutional Networks for Retinal Vessel Segmentation
Jiawen Liu, Yuanbo Zeng, Jiaming Liang +5
Accurate detection of retinal vessels plays a critical role in reflecting a wide range of health status indicators in the clinical diagnosis of ocular diseases. Recently, advances…
q-bio.NC2025
Evolvable Graph Diffusion Optimal Transport with Pattern-Specific Alignment for Brain Connectome Modeling
Xiaoqi Sheng, Jiawen Liu, Jiaming Liang +2
Network analysis of human brain connectivity indicates that individual differences in cognitive abilities arise from neurobiological mechanisms inherent in structural and functiona…
eess.IV2025
HWA-UNETR: Hierarchical Window Aggregate UNETR for 3D Multimodal Gastric Lesion Segmentation
Jiaming Liang, Lihuan Dai, Xiaoqi Sheng +6
Multimodal medical image segmentation faces significant challenges in the context of gastric cancer lesion analysis. This clinical context is defined by the scarcity of independent…