AIMC Topic: Health Education
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An explainable RoBERTa approach to analyzing panic and anxiety sentiment in oral health education YouTube comments.
Scientific reports
Jul 1, 2025
Online videos are vital for health education and medical decision-making, but their comment sections often spread misinformation, causing anxiety and confusion. This study identifies stress-inducing comments in oral health education content, aiming t...
Breaking the cycle of parasitic diseases with edutainment: The intersection of entertainment and education.
PLoS neglected tropical diseases
May 28, 2025
Parasitic diseases represent a substantial public health challenge worldwide. Traditional educational strategies have often fallen short in driving sustained behavioral shifts that are nonetheless essential for reducing the burden of these diseases. ...
Co-designing an online educational resource to help adolescents improve their digital health literacy.
BMC public health
May 21, 2025
BACKGROUND: Digital media is ubiquitous in adolescents' lives and provides many opportunities to engage with health information. However, there is an increased risk of engaging with inaccurate or biased health information on the internet, resulting i...
Application of Artificial Intelligence Software to Identify Emotions of Lung Cancer Patients in Preoperative Health Education: A Cross-Sectional Study.
Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing
Feb 17, 2025
AIM(S): To determine the correlation between preoperative health education and the emotions of lung cancer patients, artificial intelligence software was used.
Assessing ChatGPT's accuracy and reliability in asthma general knowledge: implications for artificial intelligence use in public health education.
The Journal of asthma : official journal of the Association for the Care of Asthma
Jan 11, 2025
BACKGROUND: Integrating Artificial Intelligence (AI) into public health education represents a pivotal advancement in medical knowledge dissemination, particularly for chronic diseases such as asthma. This study assesses the accuracy and comprehensiv...
Artificial intelligence empowering public health education: prospects and challenges.
Frontiers in public health
Jul 3, 2024
Artificial Intelligence (AI) is revolutionizing public health education through its capacity for intricate analysis of large-scale health datasets and the tailored dissemination of health-related information and interventions. This article conducts a...
A machine learning (ML) approach to understanding participation in government nutrition programs.
Current opinion in psychology
Jun 21, 2024
Machine Learning (ML) affords researchers tools to advance beyond research methods commonly employed in psychology, business, and public policy studies of federal nutrition programs and participant food decision-making. It is a sub domain of AI that ...
Assessing inclusion and representativeness on digital platforms for health education: Evidence from YouTube.
Journal of biomedical informatics
Jun 15, 2024
BACKGROUND: Studies confirm that significant biases exist in online recommendation platforms, exacerbating pre-existing disparities and leading to less-than-optimal outcomes for underrepresented demographics. We study issues of bias in inclusion and ...
Enriching Data Science and Health Care Education: Application and Impact of Synthetic Data Sets Through the Health Gym Project.
JMIR medical education
Jan 16, 2024
Large-scale medical data sets are vital for hands-on education in health data science but are often inaccessible due to privacy concerns. Addressing this gap, we developed the Health Gym project, a free and open-source platform designed to generate s...
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