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# Research Overview
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# Literature Review
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This project will investigate the optimization of treatment planning and
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resource allocation
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1. AI in addiction: Harnessing technology for diagnosis, prevention, and recovery:
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A narrative review. *Pro Biologists*. Available
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at: <https://www.probiologists.com/article/ai-in-addiction-harnessing-technology-for-diagnosis-prevention-and-recovery-a-narrative-review>
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at:
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<https://www.probiologists.com/article/ai-in-addiction-harnessing-technology-for-diagnosis-prevention-and-recovery-a-narrative-review>
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2. Determinants of outpatient substance use disorder
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treatment length-of-stay and completion: the case of a treatment
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<https://www.northcarolinahealthnews.org/2024/01/10/too-much-need-too-few-resources-to-meet-all-of-the-demand-for-substance-use-treatment-in-nc-prisons/>
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7. Why Predictive Healthcare Analytics Cuts Patient Readmission Rates by
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47%. *The AI Journal*. Available at: <https://aijourn.com/why-predictive-healthcare-analytics-cuts-patient-readmission-rates-by-47/>
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47%. *The AI Journal*. Available at:
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<https://aijourn.com/why-predictive-healthcare-analytics-cuts-patient-readmission-rates-by-47/>
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8. Predicting hospital readmission in patients with mental or substance
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use disorders: A machine learning approach. *PubMed*. Available at: <https://pubmed.ncbi.nlm.nih.gov/32353752/>
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use disorders: A machine learning approach. *PubMed*. Available at:
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<https://pubmed.ncbi.nlm.nih.gov/32353752/>
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9. Analyzing Dropout in Alcohol Recovery Programs: A Machine Learning Approach.
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*PubMed*. Available at: <https://pubmed.ncbi.nlm.nih.gov/39200967/>
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*Journal of Substance Abuse Treatment*.
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11. Corredor-Waldron A, Currie J. Tackling the Substance Use Disorder Crisis:
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The Role of Access to Treatment Facilities. *Journal of Health Economics*. 2022. Available at:
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The Role of Access to Treatment Facilities. *Journal of Health Economics*. 2022.
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Available at:
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<https://pubmed.ncbi.nlm.nih.gov/34990993/>
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12. Cantor JH, DeYoreo M, Hanson R, Kofner A, Kravitz D, Salas A, Stein BD, Kapinos KA.

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