Inventors:
Peter Higgins - Ann Arbor MI, US
Ji Zhu - Ann Arbor MI, US
Akbar Waljee - Ann Arbor MI, US
Sijian Wang - Ann Arbor MI, US
Joel Joyce - Ann Arbor MI, US
Assignee:
UNIVERSITY OF MICHIGAN - Ann Arbor MI
International Classification:
G06G 7/60, A61B 5/00, G01N 33/483
Abstract:
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.