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Understanding Opioid Use Disorder (OUD) Using Tree-Based Classifiers

Drug and Alcohol Dependence, 2020
Opioid Use Disorder (OUD), defined as a physical or psychological reliance on opioids, is a public health epidemic. Identifying adults likely to develop OUD can help public health officials in planning effective intervention strategies. The aim of this paper is to develop a machine learning approach to predict adults at risk for OUD and to identify ...
Adway Wadekar
exaly   +3 more sources

Role of Pharmacists in the Opioid Use Disorder (OUD) Crisis

Research in Social and Administrative Pharmacy, 2019
Meghana Ray, Janice Pringle
exaly   +3 more sources

Predicting Opioid Use Disorder (OUD) Using a Random Forest

2019 IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC), 2019
Opioid Use Disorder (OUD), defined as physical or psychological reliance on opioids, is quickly becoming a public health epidemic. This research demonstrates how supervised machine learning can be used to predict adults at risk for OUD by considering interactions between various demographic, socioeconomic, physical, and psychological features in an ...
Adway Wadekar
exaly   +2 more sources

Doula engagement and maternal opioid use disorder (OUD): Experiences of women in OUD recovery during the perinatal period

Midwifery, 2022
Pregnant women who have substance use disorders (SUDs) are at increased risk of preterm birth, fetal mortality, and inadequate prenatal care and have higher rates of childhood trauma than their counterparts without SUDs. Doulas have been utilized with other vulnerable populations who experience trauma to increase perinatal healthcare utilization ...
Meghan, Gannon   +7 more
openaire   +2 more sources

0677 Blunted daily light rhythm amplitude in adults with opioid use disorder (OUD)

SLEEP, 2023
Abstract Introduction Accumulating evidence implicates sleep and circadian rhythm disruption in substance use disorders, including opioid use disorder (OUD). Blunted amplitude in daily rhythms of circadian-relevant variables (e.g., activity, light) may be a marker of psychopathology, as depressed ...
Rebecca Cox   +10 more
openaire   +1 more source

Midnight medicine: Empowering night shift to treat opioid use disorder (OUD)

Journal of Opioid Management
Hospitalizations for opioid use disorder (OUD) are rising, yet overnight clinicians rarely receive targeted OUD education. Our interprofessional initiative implemented two overnight training sessions specifically for night-shift physicians, nurses, pharmacists, and advanced practice providers, emphasizing buprenorphine initiation, stigma reduction ...
Jessica Y. Chambers   +2 more
openaire   +2 more sources

Understanding the effects of nutrition and mental health conditions for patients with opioid use disorder (OUD)

Journal of Opioid Management
Background: The ravaging effects of the opioid epidemic have affected our communities locally and nationally and are multifaceted in their cause and treatment. It is imperative to locate multiple modalities of treatment options and care for patients with opioid use disorder (OUD) including developing healthy nutrition habits and addressing mental ...
Heather F. Thiesset   +5 more
openaire   +2 more sources

Development of an Opioid Use Disorder (OUD) Predictive Model

Pain Management Nursing, 2022
Tara Nichols, John W. Nelson
openaire   +1 more source

Biopsychosocial determinants of opioid use disorder (OUD) and implications for maternal and child health research: A scoping review

Journal of Opioid Management, 2019
Background: Opioid use disorder (OUD) is on the rise among women of reproductive age in the United States, contributing to a marked increase in the incidence of adverse consequences on maternal and child health (MCH). There is a dearth of literature on the biopsychosocial determinants of OUD in MCH populations and their role in the current opioid ...
Hamisu M, Salihu   +4 more
openaire   +2 more sources

Friend or foe? Cannabis use among those with opioid use disorder (OUD)

2022
The global prevalence of opioid use disorders (OUD), particularly heroin dependence, has substantially increased over the past 30-years (+47.3%), accounting for more death and disability than any other illicit drug class. In response to the opioid crisis and growing recognition of cannabis as a therapeutic product, there have been recent attempts to ...
openaire   +1 more source

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