AKBAR KARIM WALJEE
Pharmacy in Ann Arbor, MI
License number
Michigan 5315013879
Issued Date
Jul 1, 2003
Expiration Date
Jun 30, 2005
Category
Pharmacy
Type
CS - 1
Address
Address
Ann Arbor, MI 48109
Professional information
Dr. Akbar Waljee, Ann Arbor MI - MD (Doctor of Medicine)
Specialties:
Gastroenterology
Age:
50
Address:
University Of Michigan GAS
1500 E Medical Center Dr STE 3912, Ann Arbor 48109
(734) 647-5944 (Phone)
1500 E Medical Center Dr STE 3912, Ann Arbor 48109
(734) 647-5944 (Phone)
Certifications:
Gastroenterology, 2009, Internal Medicine, 2005
Awards:
Healthgrades Honor Roll
Languages:
English
Hospitals:
University Of Michigan GAS
1500 E Medical Center Dr STE 3912, Ann Arbor 48109
University of Michigan Health System
1500 East Medical Center Dr SPC 5474, Ann Arbor 48109
1500 E Medical Center Dr STE 3912, Ann Arbor 48109
University of Michigan Health System
1500 East Medical Center Dr SPC 5474, Ann Arbor 48109
Education:
Medical School
Emory University School Of Medicine
Graduated: 2002
Emory University School Of Med
Emory University School Of Medicine
Graduated: 2002
Emory University School Of Med
Algorithms To Predict Clinical Response, Adherence, And Shunting With Thiopuriness
US Patent:
2008028, Nov 20, 2008
Filed:
May 18, 2007
Appl. No.:
11/804366
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
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
US Classification:
703 11, 600300, 702 19
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.