10027/20193
Ashkan Sharabiani
Ashkan
Sharabiani
Medical Decision Making for Warfarin Dosing Using Machine Learning Methods
University of Illinois at Chicago
2016
Warfarin Dosing
Machine Learning Methods
2016-02-16 00:00:00
Thesis
https://indigo.uic.edu/articles/thesis/Medical_Decision_Making_for_Warfarin_Dosing_Using_Machine_Learning_Methods/10804328
Determination 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.