PSA-analysis

PSA diagnosis model

new_train_downsampling_rfe_cv.py PSA prediction model new_train_downsampling_mrmr_cv.py PSA prediction model new_train_downsampling_f_cv.py PSA prediction model new_train_downsampling_mi_cv.py PSA prediction model new_train_downsampling_chi_cv.py PSA prediction model

PSA risk prediction model

disease_risk_prediction_rfe.py risk prediction model disease_risk_prediction_chi2.py risk prediction model disease_risk_prediction.py risk prediction model disease_risk_prediction_mrmr_MIQ.py risk prediction model disease_risk_prediction_ada_sfs_best_featureimportance.py feature analysis for risk prediction model draw_new_risk_results_best_roc_pr.py codes for drawing ROC and PR curves risk_prediction_feature_importance.R feature analysis for risk prediction model

medication analysis

select_same_medicine_draw_lines_all_additive_models_lines.py GAM model for fitting time-dependent PASI MTX_nonMTX_analysis.R MTX and non-MTX comparison