Author

Yi-Fan Zhang

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Open access Sep 2026

A landmark-based dynamic prediction model for anastomotic leakage after rectal cancer surgery: integrating perioperative and postoperative trajectories

Background Anastomotic leakage (AL) remains a severe complication after radical surgery for rectal cancer. Current prediction models rely mainly on static variables and may not capture evolving perioperative physiological stress. This study developed and validated a twostage landmark-based dynamic prediction model that...

Ming-Wei Luo, Jie-Min Zhou, Yue-Shan Pang et al. · Frontiers in Oncology · 0 citations

May 2026

Real-World Effects of a Sepsis Early Detection Model Integrated into Clinical Workflow: A Quasi-Experimental Study

Abstract Background Sepsis is a life-threatening condition in which delayed recognition and treatment are associated with increased mortality. While predictive models such as Epic’s Early Detection of Sepsis Model (ESM) were developed to support early intervention, their real-world effects after integration into clinic...

Yi-Fan Zhang, S. Trinh, Tom Phelan et al. · Applied Clinical Informatics · 0 citations