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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Chao-Wen Kang

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Sep 2026

Multi-model comparison and nomogram development for predicting in-hospital mortality in Trauma patients based on NLR and other indicators

Objective: This study aimed to systematically compare the predictive performance of logistic regression (LR), random forest (RF), and extreme gradient boosting (XGBoost) for predicting in-hospital mortality among trauma patients, evaluate the prognostic value of key indicators, including the neutrophil-to-lymphocyte ra...

Chao-Wen Kang, Jia-Wei Fan, Tai Xu et al. · 0 citations

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