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Prescription Opioid Dependence in Western New York: Using Data Analytics to Find an Answer to the Opioid Epidemic
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 programs and trainingprograms for providers and firs...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6528652/ https://www.ncbi.nlm.nih.gov/pubmed/29295165 |
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author | Sinha, Shyamashree Burstein, Gale R Leonard, Kenneth E Murphy, Timothy F Elkin, Peter L |
author_facet | Sinha, Shyamashree Burstein, Gale R Leonard, Kenneth E Murphy, Timothy F Elkin, Peter L |
author_sort | Sinha, Shyamashree |
collection | PubMed |
description | 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 programs and trainingprograms for providers and first responders to detect and treat a narcotic overdose, further examination of the population may provide important information for multidisciplinary interventions to address this epidemic. This paper uses an observational database with a Natural Language Processing (NLP) based Not Only Structured Query Language architecture to examine Electronic Health Record (EHR) data at a regional level to study the trends of prescription opioid dependence. We aim to help prioritize interventions in vulnerable population subgroups. This study provides a report of the demographic patterns of opioid dependent patients in Western New York using High Throughput Phenotyping NLP of EHR data. |
format | Online Article Text |
id | pubmed-6528652 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
record_format | MEDLINE/PubMed |
spelling | pubmed-65286522019-05-21 Prescription Opioid Dependence in Western New York: Using Data Analytics to Find an Answer to the Opioid Epidemic Sinha, Shyamashree Burstein, Gale R Leonard, Kenneth E Murphy, Timothy F Elkin, Peter L Stud Health Technol Inform Article 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 programs and trainingprograms for providers and first responders to detect and treat a narcotic overdose, further examination of the population may provide important information for multidisciplinary interventions to address this epidemic. This paper uses an observational database with a Natural Language Processing (NLP) based Not Only Structured Query Language architecture to examine Electronic Health Record (EHR) data at a regional level to study the trends of prescription opioid dependence. We aim to help prioritize interventions in vulnerable population subgroups. This study provides a report of the demographic patterns of opioid dependent patients in Western New York using High Throughput Phenotyping NLP of EHR data. 2017 /pmc/articles/PMC6528652/ /pubmed/29295165 Text en http://creativecommons.org/licenses/by-nc/4.0/ This article is published online with Open Access by IOS Press and distributed under the terms of the Creative Commons Attribution Non-Commercial License 4.0 (CC BY-NC 4.0). |
spellingShingle | Article Sinha, Shyamashree Burstein, Gale R Leonard, Kenneth E Murphy, Timothy F Elkin, Peter L Prescription Opioid Dependence in Western New York: Using Data Analytics to Find an Answer to the Opioid Epidemic |
title | Prescription Opioid Dependence in Western New York: Using Data Analytics to Find an Answer to the Opioid Epidemic |
title_full | Prescription Opioid Dependence in Western New York: Using Data Analytics to Find an Answer to the Opioid Epidemic |
title_fullStr | Prescription Opioid Dependence in Western New York: Using Data Analytics to Find an Answer to the Opioid Epidemic |
title_full_unstemmed | Prescription Opioid Dependence in Western New York: Using Data Analytics to Find an Answer to the Opioid Epidemic |
title_short | Prescription Opioid Dependence in Western New York: Using Data Analytics to Find an Answer to the Opioid Epidemic |
title_sort | prescription opioid dependence in western new york: using data analytics to find an answer to the opioid epidemic |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6528652/ https://www.ncbi.nlm.nih.gov/pubmed/29295165 |
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