Developing a novel prediction model in opioid overdose using machine learning; a pilot analytical study

Author:

Sakhaee Ehsan1,Amirahmadi Ali23,Mahdiani Morteza34,Shojaei Maziar1,Hassanian‐Moghaddam Hossein56ORCID,Bauer Roman7,Zamani Nasim56,Pakdaman Hossein1,Gharagozli Kourosh1

Affiliation:

1. Brain Mapping Research Center, Department of Neurology Shahid Beheshti University of Medical Sciences Tehran Iran

2. Department of Information Technology, School of Electrical and Computer Engineering, University College of Engineering Tehran University Tehran Iran

3. Department of Artificial Intelligence ARIS Intelligent Solutions Company Tehran Iran

4. Department of Computer Engineering Amirkabir University of Technology (Tehran Polytechnic) Tehran Iran

5. Department of Clinical Toxicology, Loghman Hakim Hospital, School of Medicine Shahid Beheshti University of Medical Sciences Tehran Iran

6. Social Determinants of Health Research Center, Department of Community Health Shahid Beheshti University of Medical Sciences Tehran Iran

7. Department of Computer Science University of Surrey Guildford UK

Funder

Shahid Beheshti University of Medical Sciences

Publisher

Wiley

Subject

General Medicine

Reference34 articles.

1. The Prescription Opioid and Heroin Crisis: A Public Health Approach to an Epidemic of Addiction

2. HedegaardH MiniñoAM WarnerM.Drug Overdose Deaths in the United States 1999–2018. NCHS Data Brief no 356. National Center for Health Statistics;2020.

3. EMCDDA.Mortality Related to Drug Use in Europe: Public Health Implications. Publications Office of the European Union; 2011.

4. Suspected methadone toxicity; from hospital to autopsy bed;Gharehdaghi J;Basic ClinPharmacolToxicol,2017

5. Methadone toxicity: comparing tablet and syrup formulations during a decade in an academic poison center of Iran

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