SHAP bar plot. حسب Meng Cao (105914)

Sample screening flowchart. حسب Meng Cao (105914)

Descriptive statistics for variables. حسب Meng Cao (105914)

SHAP summary plot. حسب Meng Cao (105914)

ROC curves for the test set of four models. حسب Meng Cao (105914)

Display of the web prediction interface. حسب Meng Cao (105914)

DataSheet_1_Multi-Parametric MRI-Based Radiomics Models for Predicting Molecular Subtype and Androgen Receptor Expression in Breast Cancer.docx حسب Yuhong Huang (115702)

"…We applied several feature selection strategies including the least absolute shrinkage and selection operator (LASSO), and recursive feature elimination (RFE), the maximum relevance minimum redundancy (mRMR), Boruta and Pearson correlation analysis, to select the most optimal features. We then built 120 diagnostic models using distinct classification algorithms and feature sets divided by MRI sequences and selection strategies to predict molecular subtype and AR expression of breast cancer in the testing dataset of leave-one-out cross-validation (LOOCV). …"

An intelligent decision-making system for embryo transfer in reproductive technology: a machine learning-based approach حسب Sanaa Badr (20628838)