Machine Learning and Natural Language Processing for Geolocation-Centric Monitoring and Characterization of Opioid-Related Social Media Chatter-Reference-Cited by-同舟云学术

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Machine Learning and Natural Language Processing for Geolocation-Centric Monitoring and Characterization of Opioid-Related Social Media Chatter

Published:2019-11-06 Issue:11 Volume:2 Page:e1914672
ISSN:2574-3805
Container-title:JAMA Network Open
language:en
Short-container-title:JAMA Netw Open

Author:

Sarker Abeed¹²,Gonzalez-Hernandez Graciela¹,Ruan Yucheng³,Perrone Jeanmarie⁴

Affiliation:

1. Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia

2. Department of Biomedical Informatics, School of Medicine, Emory University, Atlanta, Georgia

3. School of Engineering and Applied Science, University of Pennsylvania, Philadelphia

4. Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia

Publisher

American Medical Association (AMA)

Subject

General Medicine

Link

https://jamanetwork.com/journals/jamanetworkopen/articlepdf/2753983/sarker_2019_oi_190564.pdf

Reference53 articles.

1. Drug and opioid-involved overdose deaths—United States, 2013-2017.;Scholl;MMWR Morb Mortal Wkly Rep,2018

2. Opioid discussion in the Twittersphere.;Graves;Subst Use Misuse,2018

3. Prescription drug monitoring programs: examining limitations and future approaches.;Griggs;West J Emerg Med,2015

4. Characteristics of state prescription drug monitoring programs: a state-by-state survey.;Manasco;Pharmacoepidemiol Drug Saf,2016

5. Public health policy strategies to address the opioid epidemic.;Holton;Clin Pharmacol Ther,2018

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2. Am I Hurt?: Evaluating Psychological Pain Detection in Hindi Text Using Transformer-based Models;ACM Transactions on Asian and Low-Resource Language Information Processing;2024-08-08

3. Machine Learned Classification of Ligand Intrinsic Activities at Human μ-Opioid Receptor;ACS Chemical Neuroscience;2024-07-11

4. Which Social Media Platforms Provide the Most Informative Data for Monitoring the Opioid Crisis?;2024-07-07

5. Machine Learned Classification of Ligand Intrinsic Activities at Humanµ-Opioid Receptor;2024-04-10

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