[HTML][HTML] An explainable machine learning framework for predicting the risk of buprenorphine treatment discontinuation for opioid use disorder among commercially …
J Al Faysal, M Noor-E-Alam, GJ Young… - Computers in Biology …, 2024 - Elsevier
Objectives Buprenorphine is an effective evidence-based medication for opioid use disorder
(OUD). Yet premature discontinuation undermines treatment effectiveness, increasing the …
(OUD). Yet premature discontinuation undermines treatment effectiveness, increasing the …
[HTML][HTML] Long-term patterns of treatment use for opioid use disorder (OUD): Findings from the 18-20-year Australian Treatment Outcome Study
Background Opioid-related deaths continue to increase to unprecedented rates in many
regions of the world. While long-term stable treatment has been shown to reduce associated …
regions of the world. While long-term stable treatment has been shown to reduce associated …
Longitudinal trajectories of substance use disorder treatment use: A latent class growth analysis using a national cohort in Chile
Background and aims Longitudinal studies have revealed that substance use treatment use
is often recurrent among patients; the longitudinal patterns and characteristics of those …
is often recurrent among patients; the longitudinal patterns and characteristics of those …
Substance use treatment completion and criminal justice system contact in Chile: A retrospective, linked data cohort study
M Mateo Pinones, A González‐Santa Cruz… - …, 2024 - Wiley Online Library
Background and aims Substance use treatment (SUT) has shown to be effective in reducing
self‐reported offending; however, the association between SUT completion and criminal …
self‐reported offending; however, the association between SUT completion and criminal …
Development and validation of machine-learning algorithms predicting retention, overdoses, and all-cause mortality among US military veterans treated with …
C J. Hayes, N Bin Noor, RA Raciborski… - Journal of Addictive …, 2024 - Taylor & Francis
Background Buprenorphine for opioid use disorder (B-MOUD) is essential to improving
patient outcomes; however, retention is essential. Objective To develop and validate …
patient outcomes; however, retention is essential. Objective To develop and validate …
Racial and geographical disparities in medication-assisted treatment completion for individuals with opioid use disorder in the Appalachian region
DE Brown - 2023 - ideals.illinois.edu
The opioid crisis is devastating people's health across the United States, taking their free will
and their lives. Through the approval of OxyContin to the mix of fentanyl with other …
and their lives. Through the approval of OxyContin to the mix of fentanyl with other …
Optimizing prescribing of opiate agonist treatment in rural & remote primary care to improve treatment outcomes in adults with opioid use disorder
K Hodgson - 2022 - unbc.arcabc.ca
Opioid use disorder (OUD) is a chronic and relapsing condition that affects people across
British Columbia (BC). People with OUD are at significant risk of morbidity and mortality …
British Columbia (BC). People with OUD are at significant risk of morbidity and mortality …