专利检索 ap:("JANG-JIH LU" OR "CHUN-HSIEN CHEN" OR "HSIN-YAO WANG" OR "YING-HAO WEN") AND inv:"YING-HAO WEN" 第 1 页

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发明申请
ESTABLISHING A MACHINE LEARNING MODEL FOR CANCER ANTICIPATION AND A METHOD OF DETECTING CANCER BY USING MULTIPLE TUMOR MARKERS IN THE MACHINE LEARNING MODEL FOR CANCER ANTICIPATION 审中-公开

公开(公告)号：US20180173847A1

公开(公告)日：2018-06-21

申请号：US15382212

申请日：2016-12-16

申请人： JANG-JIH LU , CHUN-HSIEN CHEN , HSIN-YAO WANG , YING-HAO WEN

发明人： JANG-JIH LU , CHUN-HSIEN CHEN , HSIN-YAO WANG , YING-HAO WEN

IPC分类号： G06F19/24 , C40B30/02 , G06F19/18

CPC分类号： G16B40/00 , G16B20/00 , G16B35/00 , G16B40/20 , G16C20/60

摘要： A method of establishing a machine learning model for cancer anticipation includes collecting test results of a plurality of tumor markers of a plurality of eligible individuals and corresponding conditions of cancer; performing a variable selection process on the collected data to select a plurality of robust variables; and using the selected variables, numerals, and conditions of cancer by cooperating with a machine learning method to establish a cancer anticipation model. A method of detecting cancer by using a plurality of tumor markers in a machine learning model for cancer anticipation is also provided.