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Drug Overdose

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The distribution and redistribution of fentanyl & norfentanyl in post mortem samples.

Forensic science international 29408723
This article compares 249 post mortem case reports that were positive for fentanyl/norfentanyl. All the cases were submitted to, and analyzed by, the toxicology department of the Office of the Chief Medical Examiner, Edmonton, Alberta, Canada. This s...
Accidents Analgesics, Opioid Chromatography, Liquid Drug Overdose Fentanyl Forensic Toxicology Humans Liver Opioid-Related Disorders Postmortem Changes Tandem Mass Spectrometry Vitreous Body
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Prescription Opioid Dependence in Western New York: Using Data Analytics to Find an Answer to the Opioid Epidemic.

Studies in health technology and informatics 29295165
Opioid dependence and overdose is on the rise. One indicator is the increasing trends of prescription buprenorphine use among patient on chronic pain medication. In addition to the New York State Department of Health's prescription drug monitoring pr...
Analgesics, Opioid Databases, Factual Drug Overdose Drug Prescriptions Humans Natural Language Processing New York Opioid-Related Disorders
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A murdered teen, two million tweets and an experiment to fight gun violence.

Nature 30181646
Adolescent Adolescent Behavior Aggression Anger Artificial Intelligence Chicago Drug Overdose Female Firearms Grief Heroin Dependence Homicide Humans Machine Learning Male Motivation Reproducibility of Results Risk Social Media Violence Young Adult
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Evaluation of Machine-Learning Algorithms for Predicting Opioid Overdose Risk Among Medicare Beneficiaries With Opioid Prescriptions.

JAMA network open 30901048
IMPORTANCE: Current approaches to identifying individuals at high risk for opioid overdose target many patients who are not truly at high risk.
Aged Aged, 80 and over Algorithms Analgesics, Opioid Cohort Studies Drug Overdose Female Humans Machine Learning Male Medical Informatics Applications Medicare Middle Aged Prescriptions Risk Assessment United States
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Machine learning for phenotyping opioid overdose events.

Journal of biomedical informatics 31028874
OBJECTIVE: To develop machine learning models for classifying the severity of opioid overdose events from clinical data.
Analgesics, Opioid Drug Overdose Electronic Health Records Humans Machine Learning Phenotype Severity of Illness Index
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Using natural language processing of clinical text to enhance identification of opioid-related overdoses in electronic health records data.

Pharmacoepidemiology and drug safety 31218780
PURPOSE: To enhance automated methods for accurately identifying opioid-related overdoses and classifying types of overdose using electronic health record (EHR) databases.
Analgesics, Opioid Datasets as Topic Drug Overdose Electronic Health Records Heroin Humans Natural Language Processing Opioid-Related Disorders Predictive Value of Tests Risk Self-Injurious Behavior Sensitivity and Specificity Washington
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