Cargando…

Evaluation of Machine-Learning Algorithms for Predicting Opioid Overdose Risk Among Medicare Beneficiaries With Opioid Prescriptions

IMPORTANCE: Current approaches to identifying individuals at high risk for opioid overdose target many patients who are not truly at high risk. OBJECTIVE: To develop and validate a machine-learning algorithm to predict opioid overdose risk among Medicare beneficiaries with at least 1 opioid prescrip...

Descripción completa

Detalles Bibliográficos
Autores principales:	Lo-Ciganic, Wei-Hsuan, Huang, James L., Zhang, Hao H., Weiss, Jeremy C., Wu, Yonghui, Kwoh, C. Kent, Donohue, Julie M., Cochran, Gerald, Gordon, Adam J., Malone, Daniel C., Kuza, Courtney C., Gellad, Walid F.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	American Medical Association 2019
Materias:	Original Investigation
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6583312/ https://www.ncbi.nlm.nih.gov/pubmed/30901048 http://dx.doi.org/10.1001/jamanetworkopen.2019.0968

Ejemplares similares

Using machine learning to predict risk of incident opioid use disorder among fee-for-service Medicare beneficiaries: A prognostic study
por: Lo-Ciganic, Wei-Hsuan, et al.
Publicado: (2020)

Developing and validating a machine-learning algorithm to predict opioid overdose in Medicaid beneficiaries in two US states: a prognostic modelling study
por: Lo-Ciganic, Wei-Hsuan, et al.
Publicado: (2022)

Integrating human services and criminal justice data with claims data to predict risk of opioid overdose among Medicaid beneficiaries: A machine-learning approach
por: Lo-Ciganic, Wei-Hsuan, et al.
Publicado: (2021)

Prescription Opioid Quality Measures Applied Among Pennsylvania Medicaid Enrollees
por: Cochran, Gerald, et al.
Publicado: (2018)

National patterns of cessation of prescription opioids among Medicare beneficiaries, 2013–2018
por: Westra, Jordan, et al.
Publicado: (2022)

Exposure-Response Association Between Concurrent Opioid and Benzodiazepine Use and Risk of Opioid-Related Overdose in Medicare Part D Beneficiaries
por: Hernandez, Inmaculada, et al.
Publicado: (2018)

Opioid Use Among Rural Medicare Beneficiaries
por: Jonk, Yvonne Catharina, et al.
Publicado: (2021)

Concurrent use of prescription gabapentinoids with opioids and risk for fall-related injury among older US Medicare beneficiaries with chronic noncancer pain: A population-based cohort study
por: Chen, Cheng, et al.
Publicado: (2022)

Factors Associated With Opioid Overdose After an Initial Opioid Prescription
por: Weiner, Scott G., et al.
Publicado: (2022)

Adolescent prescription opioid misuse, illicit opioid use and overdose
por: Bohm, Michele K., et al.
Publicado: (2019)

Association of Formulary Exclusions and Restrictions for Opioid Alternatives With Opioid Prescribing Among Medicare Beneficiaries
por: Rao, Tanvi, et al.
Publicado: (2020)

Comparison of oral anticoagulation use and adherence among Medicare beneficiaries enrolled in stand-alone prescription drug plans vs Medicare Advantage prescription drug plans
por: Newman, Terri Victoria, et al.
Publicado: (2022)

Predictability of Prescription Drug Expenditures for Medicare Beneficiaries
por: Wrobel, Marian V., et al.
Publicado: (2003)

Opioid‐limiting legislation and prescribing habits of otolaryngologists among Medicare beneficiaries
por: Kim, Yun Ji, et al.
Publicado: (2023)

Trajectories of prescription opioid dose and risk of opioid-related adverse events among older Medicare beneficiaries in the United States: A nested case–control study
por: Wei, Yu-Jung Jenny, et al.
Publicado: (2022)

Prescription opioid abuse: pharmacists’ perspective and response
por: Cochran, Gerald, et al.
Publicado: (2016)

Association of Household Opioid Availability With Opioid Overdose
por: Hendricks, Michelle A., et al.
Publicado: (2023)

Association of Receipt of Opioid Use Disorder–Related Telehealth Services and Medications for Opioid Use Disorder With Fatal Drug Overdoses Among Medicare Beneficiaries Before and During the COVID-19 Pandemic
por: Jones, Christopher M., et al.
Publicado: (2023)

Plastic Surgeons and Opioid Prescription Trends in the Medicare Population
por: Isbester, Kelsey A., et al.
Publicado: (2019)

Association between concurrent use of prescription opioids and benzodiazepines and overdose: retrospective analysis
por: Sun, Eric C, et al.
Publicado: (2017)

Prescription Drug Coverage and Spending for Medicare Beneficiaries
por: Poisal, John A., et al.
Publicado: (1999)

Overdose Prevention and Naloxone Prescription for Opioid Users in San Francisco
por: Enteen, Lauren, et al.
Publicado: (2010)

Association between altitude, prescription opioid misuse, and fatal overdoses
por: Ombach, Hendrik J., et al.
Publicado: (2019)

Association of injury after prescription opioid initiation with risk for opioid-related adverse events among older Medicare beneficiaries in the United States: A nested case-control study
por: Wei, Yu-Jung Jenny, et al.
Publicado: (2022)

Discharge locations after hospitalizations involving opioid use disorder among medicare beneficiaries
por: Moyo, Patience, et al.
Publicado: (2022)

Association between chiropractic care and use of prescription opioids among older medicare beneficiaries with spinal pain: a retrospective observational study
por: Whedon, James M., et al.
Publicado: (2022)

Association of Disability With Mortality From Opioid Overdose Among US Medicare Adults
por: Kuo, Yong-Fang, et al.
Publicado: (2019)

Overdose, opioid treatment admissions and prescription opioid pain reliever relationships: United States, 2010–2019
por: Aubry, Larry, et al.
Publicado: (2022)

Trajectories of Oral Anticoagulation Adherence Among Medicare Beneficiaries Newly Diagnosed With Atrial Fibrillation
por: Hernandez, Inmaculada, et al.
Publicado: (2019)

Receipt of Telehealth Services, Receipt and Retention of Medications for Opioid Use Disorder, and Medically Treated Overdose Among Medicare Beneficiaries Before and During the COVID-19 Pandemic
por: Jones, Christopher M., et al.
Publicado: (2022)

Prevention of Prescription Opioid Misuse and Projected Overdose Deaths in the United States
por: Chen, Qiushi, et al.
Publicado: (2019)

CDC’s Efforts to Quantify Prescription Opioid Overdose Deaths Fall Short
por: Peppin, John F., et al.
Publicado: (2021)

Misinterpretation of the “Overdose Crisis” Continues to Fuel Misunderstanding of the Role of Prescription Opioids
por: Bettinger, Jeffrey J, et al.
Publicado: (2022)

Medicare Beneficiary Knowledge of and Experience with Prescription Drug Cards
por: Rudolph, Noemi V., et al.
Publicado: (2007)

Health Costs and Outcomes Associated with Medicare Part D Prescription Drug Cost-Sharing in Beneficiaries on Dialysis
por: Park, Haesuk, et al.
Publicado: (2015)

Medically Assisted Treatment of Opioid Use Disorder Among Elderly and Non-Elderly Medicare Beneficiaries
por: Miles, Jennifer, et al.
Publicado: (2020)

P137. HIGH-RISK OPIOID PRESCRIBING AND PERSISTENT OPIOID USE AFTER MAJOR LOWER LIMB AMPUTATION AMONG MEDICARE BENEFICIARIES
por: Ganesh Kumar, Nishant, et al.
Publicado: (2022)

Using the CA Opioid Overdose Surveillance Dashboard to track opioid overdose deaths
por: Anderson, Jaynia A., et al.
Publicado: (2019)

Opioid-related overdose and chronic use following an initial prescription of hydrocodone versus oxycodone
por: Weiner, Scott G., et al.
Publicado: (2022)

Corrigendum: Overdose, opioid treatment admissions and prescription opioid pain reliever relationships: United States, 2010–2019
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_6gfelu9ethu7o4eoep6i18ovdt