Using machine learning to predict risk of incident opioid use disorder among fee-for-service Medicare beneficiaries: A prognostic study

Author:

Lo-Ciganic Wei-HsuanORCID,Huang James L.,Zhang Hao H.,Weiss Jeremy C.,Kwoh C. Kent,Donohue Julie M.,Gordon Adam J.,Cochran Gerald,Malone Daniel C.,Kuza Courtney C.,Gellad Walid F.

Funder

National Institute on Drug Abuse

Pharmaceutical Research and Manufacturers of America Foundation

Publisher

Public Library of Science (PLoS)

Subject

Multidisciplinary

Reference59 articles.

1. SAMHSA. Results from the 2017 National Survey on Drug Use and Health: Detailed Tables. Rockville, MD: Substance Abuse and Mental Health Services Administration, 2019 January 30, 2019. Report No.

2. Centers for Disease Control and Prevention. National Center for Health Statistics, 2017. Multiple cause of death data, 1999–2017 United States [cited 2019 April 29]. https://www.drugabuse.gov/related-topics/trends-statistics/overdose-death-rates.

3. Increases in Drug and Opioid-Involved Overdose Deaths—United States, 2010–2015;RA Rudd;MMWR,2016

4. Overdose deaths involving opioids, cocaine, and psychostimulants-United States, 2015–2016;P Seth;MMWR Morb Morta Wkly Rep,2018

5. Centers for Disease Control and Prevention (CDC). Prescription Opioid Data: Over Dose Deaths. Centers for Disease Control and Prevention (CDC)2017 [cited 2019 May 8].

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