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Xin-Yuan Zhang

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Open access Oct 2026

A machine learning model for in-hospital mortality prediction in patients with sepsis-related myocardial injury

Sepsis-related myocardial injury (SRMI) is associated with high mortality, but the transportability of prediction models across heterogeneous cohorts remains uncertain. We developed and externally validated a machine learning model for in-hospital mortality prediction in SRMI and evaluated its discrimination, calibrati...

Da-Cheng Wang, Yan-Pin Liu, Yu-Ting Wang et al. · 0 citations
Open access Sep 2026

Development and internal temporal validation of an interpretable model for three-year colorectal cancer recurrence after curative surgery

Postoperative recurrence remains a major determinant of long-term survival among patients with colorectal cancer (CRC). Although TNM staging provides the foundation for prognostic stratification, considerable heterogeneity exists within each stage, and accessible perioperative indicators—including inflammatory an...

Shan Yang, Xin-Yuan Zhang, Jiang Liu et al. · 0 citations

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