MenglinLu / Patient-representation-based-on-statistics
基于MIMICIII临床数据库,对传统基于简单统计特征的患者表示进行改进,使用遗传算法获取重要统计特征对患者进行表示,基于StackIng的模型Super Learner预测患者进入ICU24时后的死亡率,与包括疾病严重程度评分以及基于简单统计特征的患者表示构成的baseline进行对比,AUC平均提高0.05。
☆13Updated 5 years ago
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