AIMC Topic: Electronic Nicotine Delivery Systems

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Assessing Electronic Cigarette-Related Tweets for Sentiment and Content Using Supervised Machine Learning.

Journal of medical Internet research Aug 25, 2015
BACKGROUND: Electronic cigarettes (e-cigarettes) continue to be a growing topic among social media users, especially on Twitter. The ability to analyze conversations about e-cigarettes in real-time can provide important insight into trends in the pub...
Humans Machine Learning Algorithms Public Health Social Media Electronic Nicotine Delivery Systems Marketing Attitude to Health
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Identification and Characterization of Synthetic Nicotine Product Promotion and Sales on Instagram Using Natural Language Processing.

Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco Apr 22, 2024
INTRODUCTION: There has been a rapid proliferation of synthetic nicotine products in recent years, despite newly established regulatory authority and limited research into its health risks. Previous research has implicated social media platforms as a...
Humans United States Nicotine Social Media Natural Language Processing Tobacco Products Commerce Electronic Nicotine Delivery Systems Marketing
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Characterizing Anti-Vaping Posts for Effective Communication on Instagram Using Multimodal Deep Learning.

Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco Feb 15, 2024
INTRODUCTION: Instagram is a popular social networking platform for sharing photos with a large proportion of youth and young adult users. We aim to identify key features in anti-vaping Instagram image posts associated with high social media user eng...
Humans Artificial Intelligence Young Adult Deep Learning Adolescent Social Media Vaping Electronic Nicotine Delivery Systems Social Networking
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Mining e-cigarette adverse events in social media using Bi-LSTM recurrent neural network with word embedding representation.

Journal of the American Medical Informatics Association : JAMIA Jan 1, 2018
OBJECTIVE: Recent years have seen increased worldwide popularity of e-cigarette use. However, the risks of e-cigarettes are underexamined. Most e-cigarette adverse event studies have achieved low detection rates due to limited subject sample sizes in...
Humans Neural Networks, Computer Social Media Data Mining Semantics Vaping Electronic Nicotine Delivery Systems
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[Not Available].

Revue medicale suisse Apr 19, 2017
Humans Artificial Intelligence New Zealand Synapses France Vaping Electronic Nicotine Delivery Systems
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