Sharabiani_Ashkan.pdf (1.56 MB)
Medical Decision Making for Warfarin Dosing Using Machine Learning Methods
thesis
posted on 2016-02-16, 00:00 authored by Ashkan SharabianiDetermination of the optimal dose for Warfarin is quite challenging considering its narrow therapeutic index and the substantial inter-patient variability in dose requirements to attain ideal anticoagulation.The major focus of this thesis is to develop new mathematical models or improve the performance of existing popular models for Warfarin dosing in the literature from different perspectives.
History
Advisor
Darabi, HoushangDepartment
Mechanical and Industrial EngineeringDegree Grantor
University of Illinois at ChicagoDegree Level
- Doctoral
Committee Member
Galanter, William He, David Nutescu, Edith Bress, AdamSubmitted date
2015-12Language
- en
Issue date
2016-02-16Usage metrics
Categories
No categories selectedLicence
Exports
RefWorks
BibTeX
Ref. manager
Endnote
DataCite
NLM
DC