Zhi-Xiang Li

Comparing Polynomial Logistic Regression and XGBoost for Structured Lung Cancer Risk Prediction Using Demographic, Behavioral, and Symptom-Based Variables

The Lung cancer remains one of the leading causes of cancer-related mortality worldwide, and early risk prediction may support timely screening and intervention. This study compared an interpretable regression-based model with a more flexible machine learning model for structured lung cancer prediction. The publicly av...