AIMC Topic: Social Media

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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 Mothers Reproducibility of Results Artificial Intelligence 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...
Social Networking Natural Language Processing Telemedicine Machine Learning COVID-19 SARS-CoV-2 Communication Social Media Humans
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A sentiment analysis of YouTube videos from donor-conceived people, utilizing artificial intelligence (ChatGPT).

Reproductive biomedicine online Mar 10, 2025
RESEARCH QUESTION: What is the tone of donor-conceived people (DCP) towards their donor-conceived status in YouTube videos assessed for sentiment analysis via ChatGPT, a natural language-processing tool?
Humans Artificial Intelligence Emotions Social Media Cross-Sectional Studies Video Recording Generative Artificial Intelligence
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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...
Humans Algorithms Models, Theoretical Social Media Natural Language Processing
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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...
Humans Female Male Natural Language Processing Bipolar Disorder Sexual Dysfunctions, Psychological Social Media
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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...
Alanine Adenosine Monophosphate Drug Interactions COVID-19 Drug Treatment Pandemics COVID-19 SARS-CoV-2 Antiviral Agents Social Media Natural Language Processing Humans
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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 Emotions Social Media Neural Networks, Computer Machine Learning Humans
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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...
Humans Artificial Intelligence Female Adult Male Patient Compliance Diet, Ketogenic Weight Loss Social Media Self Report Middle Aged Nutrition Assessment
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[Digital innovations in vaccination communication].

Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz Feb 13, 2025
Despite the significant success of vaccinations, increasing vaccine hesitancy poses a threat to public health, making effective vaccination communication essential. Both personalized, needs-based conversations between healthcare providers and patient...
Health Communication Vaccination Health Promotion Virtual Reality Mobile Applications Inventions Vaccination Hesitancy Social Media Humans Digital Technology Communication Germany
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Understanding the Engagement and Interaction of Superusers and Regular Users in UK Respiratory Online Health Communities: Deep Learning-Based Sentiment Analysis.

Journal of medical Internet research Feb 13, 2025
BACKGROUND: Online health communities (OHCs) enable people with long-term conditions (LTCs) to exchange peer self-management experiential information, advice, and support. Engagement of "superusers," that is, highly active users, plays a key role in ...
Social Media United Kingdom Asthma Deep Learning Humans COVID-19 SARS-CoV-2 Self-Management
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