5 citations · 10 across the 6 of their papers we have counts for
7 papers
Ambulance Allocation for Patient-Centered Care
Eric G. Stratman, Justin J. Boutilier, Laura A. Albert
Emergency Medical Services (EMS) in the United States and similar systems typically utilize a single treatment pathway, transporting all patients to emergency departments (EDs), re…
Decision-Aware Predictive Model Selection for Workforce Allocation
Eric G. Stratman, Justin J. Boutilier, Laura A. Albert
Many organizations depend on human decision-makers to make subjective decisions, especially in settings where information is scarce. Although workers are often viewed as interchang…
Gap-gradient methods for solving generalized mixed integer inverse optimization: an application to political gerrymandering
Ari J. Smith, Justin J. Boutilier
Inverse optimization has received much attention in recent years, but little literature exists for solving generalized mixed integer inverse optimization. We propose a new approach…
Planning a Community Approach to Diabetes Care in Low- and Middle-Income Countries Using Optimization
Katherine B. Adams, Justin J. Boutilier, Sarang Deo +1
Diabetes is a global health priority, especially in low- and-middle-income countries, where over 50% of premature deaths are attributed to high blood glucose. Community Health Work…
Policy Optimization for Personalized Interventions in Behavioral Health
Jackie Baek, Justin J. Boutilier, Vivek F. Farias +2
Behavioral health interventions, delivered through digital platforms, have the potential to significantly improve health outcomes, through education, motivation, reminders, and out…
Response time optimization for drone-delivered automated external defibrillators
Justin J. Boutilier, Timothy C. Y. Chan
Out-of-hospital cardiac arrest (OHCA) claims over 400,000 lives each year in North America and is one of the most time-sensitive medical emergencies. Drone-delivered automated exte…
Ambulance Emergency Response Optimization in Developing Countries
Justin J. Boutilier, Timothy C. Y. Chan
The lack of emergency medical transportation is viewed as the main barrier to the access of emergency medical care in low and middle-income countries (LMICs). In this paper, we pre…