AIMC Topic: Social Media

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Precision in Prevention and Health Surveillance: How Artificial Intelligence May Improve the Time of Identification of Health Concerns through Social Media Content Analysis.

Yearbook of medical informatics Apr 8, 2025
OBJECTIVE: To explore how artificial intelligence (AI) methodologies, particularly through the analysis of social media content, can enhance "precision in prevention and health surveillance" (2024 Yearbook topic). The focus is on leveraging advanced ...
Social Media Natural Language Processing Consumer Health Informatics Humans Public Health Artificial Intelligence Public Health Surveillance Machine Learning
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A validity and reliability study of the artificial intelligence attitude scale (AIAS-4) and its relationship with social media addiction and eating behaviors in Turkish adults.

BMC public health Apr 2, 2025
BACKGROUND: In recent years, there has been a rapid increase in the use of the internet and social media. Billions of people worldwide use social media and spend an average of 2.2 h a day on these platforms. At the same time, artificial intelligence ...
Personal Satisfaction Turkey Feeding Behavior Psychometrics Social Media Young Adult Behavior, Addictive Adult Artificial Intelligence Cross-Sectional Studies Humans Male Female Middle Aged Reproducibility of Results Surveys and Questionnaires
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Who Tweets for the autistic community? A natural language processing-driven investigation.

Autism : the international journal of research and practice Mar 25, 2025
The formation of autism advocacy organisations led by family members of autistic individuals led to intense criticism from some parts of the autistic community. In response to what was perceived as a misrepresentation of their interests, autistic ind...
Social Media Humans Natural Language Processing Machine Learning Autistic Disorder
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Evaluating AI-based breastfeeding chatbots: quality, readability, and reliability analysis.

PloS one Mar 17, 2025
BACKGROUND: In recent years, expectant and breastfeeding mothers commonly use various breastfeeding-related social media applications and websites to seek breastfeeding-related information. At the same time, AI-based chatbots-such as ChatGPT, Gemini,...
Breast Feeding Female Humans Reproducibility of Results Artificial Intelligence Mothers Social Media Comprehension
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Application of the LDA model to identify topics in telemedicine conversations on the X social network.

BMC health services research Mar 12, 2025
The evolution experienced by global society, in the post-COVID 19 era, is marked by the quite obligatory use of digital media in many sectors, as is the case for the health sector. Quite frequently, both patients and health professionals use social m...
SARS-CoV-2 Communication Social Media Natural Language Processing Telemedicine Social Networking Humans Machine Learning COVID-19
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Position-context additive transformer-based model for classifying text data on social media.

Scientific reports Mar 8, 2025
In recent years, the continuous increase in the growth of text data on social media has been a major reason to rely on the pre-training method to develop new text classification models specially transformer-based models that have proven worthwhile in...
Models, Theoretical Social Media Natural Language Processing Humans Algorithms
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Using Natural Language Processing Methods to Build the Hypersexuality in Bipolar Reddit Corpus: Infodemiology Study of Reddit.

JMIR infodemiology Mar 6, 2025
BACKGROUND: Bipolar is a severe mental health condition affecting at least 2% of the global population, with clinical observations suggesting that individuals experiencing elevated mood states, such as mania or hypomania, may have an increased propen...
Sexual Dysfunctions, Psychological Humans Female Male Bipolar Disorder Social Media Natural Language Processing
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Characterizing Public Sentiments and Drug Interactions in the COVID-19 Pandemic Using Social Media: Natural Language Processing and Network Analysis.

Journal of medical Internet research Mar 5, 2025
BACKGROUND: While the COVID-19 pandemic has induced massive discussion of available medications on social media, traditional studies focused only on limited aspects, such as public opinions, and endured reporting biases, inefficiency, and long collec...
Pandemics COVID-19 SARS-CoV-2 Humans Drug Interactions COVID-19 Drug Treatment Alanine Antiviral Agents Social Media Natural Language Processing Adenosine Monophosphate
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Emotion-RGC net: A novel approach for emotion recognition in social media using RoBERTa and Graph Neural Networks.

PloS one Mar 3, 2025
Emotion recognition in social media is a challenging task due to the complex and unstructured nature of user-generated content. In this paper, we propose Emotion-RGC Net, a novel deep learning model that integrates RoBERTa, Graph Neural Networks (GNN...
Graph Neural Networks Deep Learning Humans Emotions Neural Networks, Computer Social Media Machine Learning
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AI-Powered Analysis of Weight Loss Reports from Reddit: Unlocking Social Media's Potential in Dietary Assessment.

Nutrients Feb 27, 2025
: The increasing use of social media for sharing health and diet experiences presents new opportunities for nutritional research and dietary assessment. Large language models (LLMs) and artificial intelligence (AI) offer innovative approaches to anal...
Male Middle Aged Nutrition Assessment Weight Loss Social Media Self Report Artificial Intelligence Female Adult Humans Patient Compliance Diet, Ketogenic
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