AIMC Topic: Vaping

Clear Filters Showing 1 to 10 of 15 articles

Exploring the ChatGPT platform with scenario-specific prompts for vaping cessation.

Tobacco control Apr 1, 2025
OBJECTIVE: To evaluate and start a discussion on the potential usefulness of applying Artificial Intelligence (AI)-driven natural language processing technology such as the ChatGPT in tobacco control efforts, specifically vaping cessation.
Artificial Intelligence Generative Artificial Intelligence Motivation Humans Substance Withdrawal Syndrome Tobacco Use Cessation Devices Tobacco Use Cessation Vaping Electronic Nicotine Delivery Systems Smoking Cessation
View on PubMed DOI

Identification and Classification of Images in e-Cigarette-Related Content on TikTok: Unsupervised Machine Learning Image Clustering Approach.

Substance use & misuse Dec 30, 2024
BACKGROUND: Previous studies identified e-cigarette content on popular video and image-based social media platforms such as TikTok. While machine learning approaches have been increasingly used with text-based social media data, image-based analysis ...
Electronic Nicotine Delivery Systems Humans Image Processing, Computer-Assisted Cluster Analysis Social Media Unsupervised Machine Learning Vaping
View on PubMed DOI

Feature Selection and Machine Learning Approaches in Prediction of Current E-Cigarette Use Among U.S. Adults in 2022.

International journal of environmental research and public health Nov 6, 2024
Feature selection is essentially the process of picking informative and relevant features from a larger collection of features. Few studies have focused on predictors for current e-cigarette use among U.S. adults using feature selection and machine l...
Middle Aged Adolescent Logistic Models Adult Male United States Vaping Electronic Nicotine Delivery Systems Humans Machine Learning Algorithms Female Aged Young Adult
View on PubMed DOI

Quantification of Size-Binned Particulate Matter in Electronic Cigarette Aerosols Using Multi-Spectral Optical Sensing and Machine Learning.

Sensors (Basel, Switzerland) Nov 3, 2024
To monitor health risks associated with vaping, we introduce a multi-spectral optical sensor powered by machine learning for real-time characterization of electronic cigarette aerosols. The sensor can accurately measure the mass of particulate matter...
Humans Neural Networks, Computer Machine Learning Vaping Aerosols Electronic Nicotine Delivery Systems Particle Size Particulate Matter
View on PubMed DOI

Identifying predictors of multi-year cannabis vaping in U.S. Young adults using machine learning.

Addictive behaviors Sep 27, 2024
INTRODUCTION: Increasing number of current cannabis users report using a vaporized form of cannabis and young adults are most likely to vape cannabis. However, the number of studies on cannabis vaping is limited, and predictors of cannabis vaping amo...
Humans Machine Learning Adolescent United States Marijuana Use Marijuana Smoking Vaping Young Adult Adult Male Female Risk Factors
View on PubMed DOI

The Normalization of Vaping on TikTok Using Computer Vision, Natural Language Processing, and Qualitative Thematic Analysis: Mixed Methods Study.

Journal of medical Internet research Sep 11, 2024
BACKGROUND: Social media posts that portray vaping in positive social contexts shape people's perceptions and serve to normalize vaping. Despite restrictions on depicting or promoting controlled substances, vape-related content is easily accessible o...
Social Media Natural Language Processing Vaping Qualitative Research Adolescent Humans
View on PubMed DOI

Forecasting vaping health risks through neural network model prediction of flavour pyrolysis reactions.

Scientific reports May 8, 2024
Vaping involves the heating of chemical solutions (e-liquids) to high temperatures prior to lung inhalation. A risk exists that these chemicals undergo thermal decomposition to new chemical entities, the composition and health implications of which a...
Flavoring Agents Pyrolysis Vaping Electronic Nicotine Delivery Systems Humans Neural Networks, Computer
View on PubMed DOI

Protocol for the operation of a breathing and vaping biomimetic robot to delineate real-time inhaled particle profile of electronic cigarettes.

STAR protocols Nov 30, 2022
We recently developed a robotic human vaping mimetic real-time particle analyzer (HUMITIPAA) to evaluate the impact of change in chemical constituents and breathing profiles of electronic cigarettes (ECs) on potential pulmonary toxicity. Here, we des...
Electronic Nicotine Delivery Systems Data Collection Vaping Humans Robotics Biomimetics
View on PubMed DOI

Machine Learning Classifiers for Twitter Surveillance of Vaping: Comparative Machine Learning Study.

Journal of medical Internet research Aug 12, 2020
BACKGROUND: Twitter presents a valuable and relevant social media platform to study the prevalence of information and sentiment on vaping that may be useful for public health surveillance. Machine learning classifiers that identify vaping-relevant tw...
Machine Learning Deep Learning Longitudinal Studies Humans Public Health Surveillance Social Media Vaping
View on PubMed DOI

Acute Effects of Smoked and Vaporized Cannabis in Healthy Adults Who Infrequently Use Cannabis: A Crossover Trial.

JAMA network open Nov 2, 2018
IMPORTANCE: Vaporization is an increasingly popular method for cannabis administration, and policy changes have increased adult access to cannabis drastically. Controlled examinations of cannabis vaporization among adults with infrequent current cann...
Vaping Cognition Cannabis Dronabinol Psychomotor Performance Marijuana Smoking Young Adult Adult Male Humans Female
View on PubMed DOI
Popular Topics
Recent Journals