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

IMPORTANCE: Automatic curation of consumer-generated, opioid-related social media big data may enable real-time monitoring of the opioid epidemic in the United States. OBJECTIVE: To develop and validate an automatic text-processing pipeline for geospatial and temporal analysis of opioid-mentioning s...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:JAMA Netw Open
Main Authors: Sarker, Abeed, Gonzalez-Hernandez, Graciela, Ruan, Yucheng, Perrone, Jeanmarie
Format: Artigo
Jezik:Inglês
Izdano: American Medical Association 2019
Teme:
Original Investigation
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6865282/
https://ncbi.nlm.nih.gov/pubmed/31693125
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1001/jamanetworkopen.2019.14672
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