From data to improved decisions: operations research in healthcare delivery

M Capan, A Khojandi, BT Denton… - Medical Decision …, 2017 - journals.sagepub.com
Background. The Operations Research Interest Group (ORIG) within the Society of Medical
Decision Making (SMDM) is a multidisciplinary interest group of professionals that …

Forecasting demand for health services: Development of a publicly available toolbox

M Jalalpour, Y Gel, S Levin - Operations research for health care, 2015 - Elsevier
Efficient health care delivery systems aim to match resources to demand for services over
time. Resource allocation decisions must be made under stochastic uncertainty. This …

Medical decision making: open research challenges

BT Denton, O Alagoz, A Holder… - IIE Transactions on …, 2011 - Taylor & Francis
In recent decades there have been many advances in methods for the prevention,
diagnosis, and treatment of diseases. These advances have resulted in improved health …

Data-driven Markov decision process approximations for personalized hypertension treatment planning

GJ Schell, WJ Marrero, MS Lavieri… - MDM policy & …, 2016 - journals.sagepub.com
Background: Markov decision process (MDP) models are powerful tools. They enable the
derivation of optimal treatment policies but may incur long computational times and generate …

Preventing and diagnosing colorectal cancer with a limited colonoscopy resource

ED Güneş, EL Örmeci… - Production and …, 2015 - journals.sagepub.com
This paper explores how the capacity of colonoscopy services should be allocated for
screening and diagnosis of colorectal cancer to improve health outcomes. Both of these …

A Markov decision process for modeling adverse drug reactions in medication treatment of type 2 diabetes

M Eghbali-Zarch… - Proceedings of the …, 2019 - journals.sagepub.com
Type 2 diabetes has an increasing prevalence and high cost of treatment. The goal of type 2
diabetes treatment is to control patients' blood glucose level by pharmacological …

Optimal policies for nutrition administration to very low birth weight infants

I Sengul Orgut, GH Falciglia, K Smilowitz - Decision Sciences, 2024 - Wiley Online Library
Very low birth weight (VLBW) infants (birth weight< < 1500 grams) are at risk of postnatal
growth restriction. Understanding how nutrition is associated with growth and how these …

OR applications in disease screening

ED Güneş, EL Örmeci - Operations Research Applications in Health Care …, 2018 - Springer
This chapter presents an overview of disease screening problems and operations research
applications on different aspects of the problem. We first discuss operations research …

Optimization methods for decision making in disease prevention and epidemic control

Y Deng, S Shen, Y Vorobeychik - Mathematical Biosciences, 2013 - Elsevier
This paper investigates problems of disease prevention and epidemic control (DPEC), in
which we optimize two sets of decisions:(i) vaccinating individuals and (ii) closing locations …

Healthcare Data Analytics for Predicting Health Outcomes of Older Adults and Emergency Responses of Aged Care Facilities

N Sakib - 2021 - search.proquest.com
Abstract The United States (US) is experiencing rapid growth in its older adult population,
who may suffer from multiple chronic diseases, injuries, and impairments. To meet with the …