Objective In-hospital cardiac arrest (IHCA) presents a critical challenge with low survival rates and limited prediction tools. Despite advances in resuscitation, predicting 30-day survival remains ...

2 State Key Laboratory of Trauma and Chemical Poisoning, Chongqing, China 3 Chongqing Key Laboratory of Hematology and Microenvironment, Chongqing, China Participants This study analysed 471 newly ...

Model achieved area under the curve values of 0.7577, 0.7595, and 0.7557 for one-, three-, and five-year survival predictions ...

Results The CatBoost model showed the best discriminative ability among the 11 ML models. After feature selection and dimensionality reduction, a final explainable CatBoost model with 12 features was ...

Abstract: Obesity is a significant health concern linked to severe medical conditions. Obesity increases the risk of diabetes, thyroid issues, cardiac disease, liver tumors, and stroke. Early ...