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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

This two-stage landmark-based dynamic prediction framework improves early warning for AL by combining baseline risk factors with postoperative inflammatory dynamics and may support more precise perioperative risk stratification and earlier individualized intervention after radical rectal cancer surgery.

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

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