Evaluation of Machine-Learning Algorithms for Predicting Opioid Overdose Risk Among Medicare Beneficiaries With Opioid Prescriptions
Sign Up to like & getrecommendations! Published in 2019 at "JAMA Network Open"
DOI: 10.1001/jamanetworkopen.2019.0968
Abstract: Key Points Question Can machine-learning approaches predict opioid overdose risk among fee-for-service Medicare beneficiaries? Findings In this prognostic study of the administrative claims data of 560 057 Medicare beneficiaries, the deep neural network and gradient boosting… read more here.
Keywords: machine; risk; machine learning; opioid overdose ... See more keywords
Exploration of Overdose Risk Score and Postoperative Complications and Health Care Use After Total Knee Arthroplasty
Sign Up to like & getrecommendations! Published in 2021 at "JAMA Network Open"
DOI: 10.1001/jamanetworkopen.2021.13977
Abstract: This cohort study investigates the association of an overdose risk score with postoperative complications and health care use after total knee arthroplasty. read more here.
Keywords: health care; complications health; risk score; postoperative complications ... See more keywords
Association of Opioid Overdose Risk Factors and Naloxone Prescribing in US Adults
Sign Up to like & getrecommendations! Published in 2019 at "Journal of General Internal Medicine"
DOI: 10.1007/s11606-019-05423-7
Abstract: Background Prescribing naloxone to patients is a key strategy to prevent opioid overdoses, but little is known about the reach of naloxone prescribing. Objective Determine patient factors associated with receiving naloxone and trends over time… read more here.
Keywords: risk; opioid overdose; risk factors; overdose risk ... See more keywords
Changes in Predicted Opioid Overdose Risk Over Time in A State Medicaid Program: A Group-Based Trajectory Modeling Analysis.
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DOI: 10.1111/add.15878
Abstract: BACKGROUND AND AIMS The time lag encountered when accessing health care data is one major barrier to implementing opioid overdose prediction measures in practice. Little is known regarding how one's opioid overdose risk changes over… read more here.
Keywords: time; overdose risk; opioid overdose; group ... See more keywords
A behavioral typology of opioid overdose risk behaviors among recent veterans in New York City
Sign Up to like & getrecommendations! Published in 2017 at "PLoS ONE"
DOI: 10.1371/journal.pone.0179054
Abstract: Objective To identify meaningful classes of opioid-using military veterans in terms of self-reported opioid overdose risk behaviors. Method The study recruited a sample of 218 military veterans in the NYC area who were discharged from… read more here.
Keywords: risk; use; risk behaviors; opioid overdose ... See more keywords