2 papers
cs.CV2025
CPKD: Clinical Prior Knowledge-Constrained Diffusion Models for Surgical Phase Recognition in Endoscopic Submucosal Dissection
Xiangning Zhang, Jinnan Chen, Qingwei Zhang +4
Gastrointestinal malignancies constitute a leading cause of cancer-related mortality worldwide, with advanced-stage prognosis remaining particularly dismal. Originating as a ground…
cs.CV2025
SPRMamba: Surgical Phase Recognition for Endoscopic Submucosal Dissection with Mamba
Xiangning Zhang, Qingwei Zhang, Jinnan Chen +5
Endoscopic Submucosal Dissection (ESD) is a minimally invasive procedure initially developed for early gastric cancer treatment and has expanded to address diverse gastrointestinal…