3.
CINV风险预测模型特征关联性分析
Correlation analysis of characteristics of the risk prediction model for chemotherapy-induced nausea and vomiting (CINV)
Feature A | Feature B | Correlation value | Acute CINV prediction model | Delayed CINV prediction model | ||
Delta of ROC value after removing feature A | Delta of ROC value after removing feature B | Delta of ROC value after removing feature A | Delta of ROC value after removing feature B | |||
Gender | History of morning sickness during a pregnancy | -0.92 | 0.03 | -0.02 | 0 | -0.04 |
Which cycle of chemotherapy | Use of non-prescribed antiemetics at home | 0.81 | -0.01 | 0.04 | 0.02 | 0.07 |
Nausea and vomiting occurred in the previous cycle of chemotherapy for non-first-time chemotherapy patients | Use of non-prescribed antiemetics at home | 0.81 | -0.03 | 0.04 | 0 | 0.07 |
NK-1 receptor antagonist used as pre-chemotherapy anti-emetics | NK-1 receptor antagonist used as post-chemotherapy anti-emetics | 0.84 | 0.02 | 0.03 | 0 | 0.01 |