A machine learning based two-stage clinical decision support system for predicting patients’ discontinuation from opioid use disorder treatment: retrospective observational study

BACKGROUND: Buprenorphine is a widely used treatment option for patients with opioid use disorder (OUD). Premature discontinuation from this treatment has many negative health and societal consequences. OBJECTIVE: To develop and evaluate a machine learning based two-stage clinical decision-making fr...

Descripción completa

Detalles Bibliográficos
Autores principales: Hasan, Md Mahmudul, Young, Gary J., Shi, Jiesheng, Mohite, Prathamesh, Young, Leonard D., Weiner, Scott G., Noor-E-Alam, Md.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8620531/
https://www.ncbi.nlm.nih.gov/pubmed/34836524
http://dx.doi.org/10.1186/s12911-021-01692-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8620531/
https://www.ncbi.nlm.nih.gov/pubmed/34836524
http://dx.doi.org/10.1186/s12911-021-01692-7

Ejemplares similares