Background Automated summarization of scientific literature and patient records is essential
for enhancing clinical decision-making and facilitating precision medicine. Most existing …

Remote patient monitoring systems (RMS) have gained increasing popularity in recent
years. RMS have great potential to improve medical services by providing more affordable …

This study establishes interoperability among electronic medical records from 800 clinical
sites and uses machine learning for best practice discovery. A novel extraction-mapping …

This article discusses the establishment of interoperability among electronic medical records
from 800 clinical sites and the use of machine learning for best practice discovery. A novel …

We present a multi-stage, multi-group classification framework that incorporates discriminant
analysis via mixed integer programming (DAMIP) with an exact combinatorial branch-and …

Poorly separated data and imbalanced data present major challenges to classifiers which
often result in lower accuracy and reliability in making predictions. In this paper, we …

Osteoarthritis (OA) is a degenerative joint disease, with the knee the most frequently affected
joint. Fifty percent of knee OA patients eventually undergo surgical procedures such as knee …

1Center for Operations Research in Medicine and HealthCare, USA 2H. Milton Stewart
School of Industrial and Systems Engineering, USA 3School of Biological Sciences, Georgia …

This chapter reports the operations research advances in the Edelman finalist work on
“Collaborative Systems Analytics: Establishing Effective Clinical Practice Guidelines for …

A major function of the vasculature is to provide oxygen and nutrients to all body's tissues.
Pathological conditions that impair normal microvascular perfusion can result in tissue …