Patents by Inventor Joel Joyce

Joel Joyce has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Algorithms to predict clinical response, adherence, and shunting with thiopurines
    Patent number: 8126690
    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.
    Type: Grant
    Filed: May 18, 2007
    Date of Patent: February 28, 2012
    Assignee: The Regents of the University of Michigan
    Inventors: Peter Higgins, Ji Zhu, Akbar Waljee, Sijian Wang, Joel Joyce
  • Algorithms to predict clinical response, adherence, and shunting with thiopuriness
    Publication number: 20080288227
    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.
    Type: Application
    Filed: May 18, 2007
    Publication date: November 20, 2008
    Applicant: UNIVERSITY OF MICHIGAN
    Inventors: Peter Higgins, Ji Zhu, Akbar Waljee, Sijian Wang, Joel Joyce