Mind the gap between research and practice in operations management

X Chen, T Deng, ZJM Shen, Y Yu - IISE Transactions, 2023 - Taylor & Francis
The mission of the Institute of Industrial and Systems Engineers (IISE) is to serve those who
solve complex and critical problems of the world. Notably, the research–practice gap in …

Reducing the Price of Naïveté in return‐to‐play from sports‐related concussion

GGP Garcia, MS Lavieri, TW McAllister… - Production and …, 2023 - journals.sagepub.com
Patient‐reported outcomes (PROs) play an increasingly important role in medical decision
making. Yet, patients whose objectives differ from their physician's may strategically report …

A machine learning–enabled partially observable Markov decision process framework for early sepsis prediction

Z Liu, A Khojandi, X Li, A Mohammed… - INFORMS Journal …, 2022 - pubsonline.informs.org
Sepsis is a life-threatening condition, caused by the body's extreme response to an infection.
In the United States, 1.7 million cases of sepsis occur annually, resulting in 265,000 deaths …

Novel pooling strategies for genetic testing, with application to newborn screening

H El Hajj, DR Bish, EK Bish, DM Kay - Management Science, 2022 - pubsonline.informs.org
Newborn screening (NBS) is a state-level initiative that detects life-threatening genetic
disorders for which early treatment can substantially improve health outcomes. Cystic …

Sensitivity and Specificity of the ImPACT Neurocognitive Test in Collegiate Athletes and US Military Service Academy Cadets with ADHD and/or LD: Findings from the …

LL Czerniak, SW Liebel, H Zhou, GGP Garcia… - Sports Medicine, 2023 - Springer
Abstract Background and Objective Computer-based neurocognitive tests are widely used in
sport-related concussion management, but the performance of these tests is not well …

Optimizing Interpretable Treatment and Screening Policies in Healthcare

AK McNealey, WJ Marrero, LN Steimle… - Encyclopedia of …, 2023 - Springer
Treatment and screening problems are a class of sequential decision-making problems
under uncertainty that are ubiquitous in healthcare. Treatment problems aim to determine …

Harmonizing Safety and Speed: A Human-Algorithm Approach to Enhance the FDA's Medical Device Clearance Policy

M Zhalechian, S Saghafian… - Available at SSRN …, 2024 - papers.ssrn.com
Abstract The United States Food and Drug Administration's (FDA's) Premarket Notification
510 (K) pathway allows manufacturers to gain approval for a medical device by …

Developing insights for possible and probable acute concussions using cluster analysis

GGP Garcia, CM Schumb, MS Lavieri… - Journal of …, 2022 - liebertpub.com
Few studies have analyzed the Sport Concussion Assessment Tool's (SCAT) utility among
athletes whose concussion assessment is challenging. Using a previously published …

Predictive and Prescriptive Analytics for Optimizing Concussion Management Decisions

GG Garcia - 2020 - deepblue.lib.umich.edu
As the volume and granularity of health data continue to increase, clinical decision-makers
are faced with two key questions:(Q1) How can large clinical datasets be used to gain a …