癌症預測模型建立及其結合腫瘤標誌套組進行癌症檢測結果分析之方法

Translated title of the contribution: Method for analyzing cancer detection result by establishing cancer prediction model and combining tumor marker kits

Chun-Hsien Chen (Inventor), YING-HAO WEN (Inventor), ZHANG-ZHI LU (Inventor), XIN-YAO WANG (Inventor)

Research output: Patent

Abstract

This invention discloses a method for analyzing a cancer detection result by establishing a cancer prediction model and combining tumor marker kits. The method comprises the steps: (A) inputting detection results of tumor marker kits of a plurality of patients and cancer disease states corresponding to the detection results into a machine learning module; (B) carrying out variable selection in the module by using a variable selection method, and selecting a plurality of variables with optimal classification performances; and (C) establishing the cancer prediction model by using the selected variables, numerical values and cancer disease states by virtue of a supervised machine learning method, and then, analyzing the cancer detection result by using the established cancer prediction model and combining the detection results of the tumor marker kits.
Translated title of the contributionMethod for analyzing cancer detection result by establishing cancer prediction model and combining tumor marker kits
Original languageChinese (Traditional)
Patent numberI630501
IPCG06F-019/24(2011.01)
StatePublished - 21 07 2018

Bibliographical note

公開公告號: I630501
Announcement ID: I630501

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