ALGORITHMS TO PREDICT CLINICAL RESPONSE, ADHERENCE, AND SHUNTING WITH THIOPURINES
摘要
<p>A method of using a variable set from complete blood counts and blood chemistry panels to generate a machine learned algorithm for determining the effectiveness of thiopurine treatment on inflammatory bowel disease (IBD) patients using CART, boosted trees, random forest classification, RuleFit and/or logistic regression analysis.</p>
申请公布号
WO2008144560(A1)
申请公布日期
2008.11.27
申请号
WO2008US63973
申请日期
2008.05.16
申请人
THE REGENTS OF THE UNIVERSITY OF MICHIGAN;HIGGINS, PETER;ZHU, JI;WALJEE, AKBAR;WANG, SIJIAN;JOYCE, JOEL
发明人
HIGGINS, PETER;ZHU, JI;WALJEE, AKBAR;WANG, SIJIAN;JOYCE, JOEL