Wuhu Fourth People Hospital

XGBoost Classification of Epileptic EEG Using Nonlinear Dynamical Features and SHAP

To evaluate whether nonlinear descriptors of electroencephalogram (EEG) signals support interpretable XGBoost classification and to determine how analysis window duration affects performance. A secondary analysis of the public Bonn EEG dataset was performed. Nine nonlinear featur...

Ternary Core–Shell NiCoMnPB-Based MicroneedleSensor for Continuous Detection of Creatinine

Abstract Continuous creatinine monitoring is essential for the precise diagnosis, treatment, and personalized management of chronic kidney disease (CKD). However, existing diagnostic strategies suffer from invasive procedures and fail to capture dynamic profiles. In addition, the...

Application of the modified Mini-CEX combined with the SBAR model in the experimental teaching of health assessment course: a quasi-experimental study

Abstract Objective This study aimed to explore the effects of the modified Mini-Clinical Evaluation Exercise (Mini-CEX) combined with the Situation-Background-Assessment-Recommendation (SBAR) model in the experimental teaching of Health Assessment course. Background The Mini-cex...