A Classification Method Based on Finite Mixture Models for Early Detection of Cancer

来源 :上海交通大学 | 被引量 : 0次 | 上传用户：liu8423824

【摘要】

：

In cancer research,it is often of interest to develop statistical classification models that can incorporate multiple diagnostic biomarkers and can effectively detect the early stage of cancer.

【作者】

：

Wei-Wen Hsu Ashley Thackrah Gary Gadbury Stefan Bossmann

【机构】

：

Department of Statistics,Kansas State University,Manhattan KS,USA

【出处】

：

上海交通大学

【发表日期】

：

2016年4期

【关键词】

：

AUC Classification Early detection of cancers ROC Screening test

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　　In cancer research,it is often of interest to develop statistical classification models that can incorporate multiple diagnostic biomarkers and can effectively detect the early stage of cancer.

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