Daniel Felipe Otero-Leon

Daniel Felipe Otero-Leon
University of Michigan | U-M · Department of Industrial and Operations Engineering

PhD student in Industrial and Operations Engineering at University of Michigan
My research is in the area of data-driven models for improving decision-making in the context of cardiovascular disease

About

3
Publications
516
Reads
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29
Citations
Introduction
My research interests are generally in the area of operations research and more specifically, in the area of stochastic models and stochastic dynamic programming with applications to service systems, including health systems and revenue management. My current research on my dissertation is in the area of data-driven models for improving decision-making in the context of cardiovascular disease, in collaboration with clinical collaborators at the Department of Veteran Affairs.
Additional affiliations
September 2012 - June 2018
Los Andes University (Colombia)
Position
  • Instructor
Description
  • Stochastic Modelling, Simulation, Marketing Engineering, and Decision Analysis Tools
August 2012 - June 2018
Los Andes University (Colombia)
Position
  • Lecturer
Description
  • Lecturer for Stochastic Models, Decision Support Systems, Simulation, and Marketing Engineering. Research Assistant for the COPA research group
January 2011 - May 2012
Avianca
Position
  • Analyst
Description
  • OR Analyst
Education
September 2018 - May 2022
University of Michigan
Field of study
  • Industrial Engineering
August 2010 - June 2012
Los Andes University (Colombia)
Field of study
  • Industrial Engineering
September 2005 - June 2010
Los Andes University (Colombia)
Field of study
  • Industrial Engineering

Publications

Publications (3)
Article
Full-text available
Continuous tracking of patient’s health data through electronic health records (EHRs) has created an opportunity to predict healthcare policies’ long-term impacts. Despite the advances in EHRs, data may be missing or sparsely collected. In this article, we use EHR data to develop a simulation model to test multiple treatment guidelines for cardiova...
Article
Offering promotions has become common practice in the airline industry as a strategy to boost the total revenue. An effective promotion campaign should be adequately priced and timed to attract sufficient extra demand and compensate for the markdown price. Diversion of demand from the regular fare to the markdown price is also a side-effect of offe...
Article
Full-text available
In the airline industry, deciding the ticket price for each flight directly affects the number of people that in the future will try to buy a ticket. Depending on the willingness-to-pay of the customers the flight might take off with empty seats or seats sold at a lower price. Therefore, based on the behavior of the customers, a price must be fixed...

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Projects

Projects (2)
Project
In this project, we analyze longitudinal electronic medical record data from the Veteran Affairs. Our goal is to optimize appointment follow-up policies for patients to reduce the risk of cardiovascular disease.