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

Open access May 2026

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

Integration of ESM into clinical workflow was associated with improved patient outcomes, reduced antibiotic use, and decreased harm from overtreatment, without evidence of increased harm from delayed treatment, supporting a positive net clinical benefit and the safety and effectiveness of ESM under Software as a Medica...

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