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

Author

Xiao Zhang

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2 papers indexed here

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Open access Sep 2026

The Mediating Role of Patient Activation in the Association Between Illness Perception and Self-Management Behavior Among Patients with Oral Cancer

Objective This study aimed to examine the relationships among illness perception, patient activation, and self-management behavior in oral cancer patients, and to explore the mediating role of patient activation between illness perception and self-management behavior. Methods A cross-sectional study was conducted among...

Ying Gao, Hai-Yan Liu, Shang Gao et al. · 0 citations
Open access Sep 2026

Machine Learning Prediction of Prolonged Length of Stay in Older Patients with Lung Cancer: A Multicenter Study Using XGBoost with SHAP Interpretation

Background Prolonged length of stay (PLOS) is common among older patients with lung cancer and is associated with increased risks of adverse outcomes, greater healthcare resource utilization, and reduced treatment efficiency. However, reliable risk stratification tools specifically designed for this population, particu...

Xiao Li, Shu-Ying Liu, Ya-Ting Gao et al. · 0 citations

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