Browsing Engineering (Faculty of) by Author "Dalgic, Ozden Onur"
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Applications of stochastic modeling and data analytics techniques in healthcare decision making
Dalgic, Ozden Onur (University of Waterloo, 2017-12-19)We present approaches utilizing aspects of data analytics and stochastic modeling techniques and applied to various areas in healthcare. In general, the thesis has composed of three major components. Firtsly, we propose ... -
Deriving effective vaccine allocation strategies for pandemic influenza: Comparison of an agent-based simulation and a compartmental model
Dalgic, Ozden Onur; Ozaltin, Osman Y.; Ciccotelli, William A.; Erenay, Fatih S. (Public Library of Science, 2017-02-21)Individuals are prioritized based on their risk profiles when allocating limited vaccine stocks during an influenza pandemic. Computationally expensive but realistic agent-based simulations and fast but stylized compartmental ...