GAMED-Snake: Gradient-aware Adaptive Momentum Evolution Deep Snake Model for Multi-organ Segmentation. - Ruicheng Zhang; Haowei Guo; Zeyu Zhang; Puxin Yan; Shen Zhao (CoRR, 2025)

MARL-MambaContour: Unleashing Multi-Agent Deep Reinforcement Learning for Active Contour Optimization in Medical Image Segmentation. - Ruicheng Zhang; Yu Sun; Zeyu Zhang; Jinai Li; Xiaofan Liu; Au Hoi Fan; Haowei Guo; Puxin Yan (CoRR, 2025)