AIMC Topic: Social Media

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Classifying and fact-checking health-related information about COVID-19 on Twitter/X using machine learning and deep learning models.

BMC medical informatics and decision making Feb 11, 2025
BACKGROUND: Despite recent progress in misinformation detection methods, further investigation is required to develop more robust fact-checking models with particular consideration for the unique challenges of health information sharing. This study a...
Machine Learning COVID-19 Deep Learning Humans Social Media Information Dissemination
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Understanding Citizens' Response to Social Activities on Twitter in US Metropolises During the COVID-19 Recovery Phase Using a Fine-Tuned Large Language Model: Application of AI.

Journal of medical Internet research Feb 11, 2025
BACKGROUND: The COVID-19 pandemic continues to hold an important place in the collective memory as of 2024. As of March 2024, >676 million cases, 6 million deaths, and 13 billion vaccine doses have been reported. It is crucial to evaluate sociopsycho...
Large Language Models COVID-19 Language SARS-CoV-2 Cities United States Humans Social Media Artificial Intelligence Pandemics
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Improving entity recognition using ensembles of deep learning and fine-tuned large language models: A case study on adverse event extraction from VAERS and social media.

Journal of biomedical informatics Feb 7, 2025
OBJECTIVE: Adverse event (AE) extraction following COVID-19 vaccines from text data is crucial for monitoring and analyzing the safety profiles of immunizations, identifying potential risks and ensuring the safe use of these products. Traditional dee...
COVID-19 SARS-CoV-2 Deep Learning Humans Data Mining Adverse Drug Reaction Reporting Systems Large Language Models COVID-19 Vaccines Social Media Natural Language Processing
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Larger models yield better results? Streamlined severity classification of ADHD-related concerns using BERT-based knowledge distillation.

PloS one Feb 6, 2025
This work focuses on the efficiency of the knowledge distillation approach in generating a lightweight yet powerful BERT-based model for natural language processing (NLP) applications. After the model creation, we applied the resulting model, LastBER...
Humans Social Media Severity of Illness Index Natural Language Processing Attention Deficit Disorder with Hyperactivity
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Assessing Familiarity, Usage Patterns, and Attitudes of Medical Students Toward ChatGPT and Other Chat-Based AI Apps in Medical Education: Cross-Sectional Questionnaire Study.

JMIR medical education Jan 30, 2025
BACKGROUND: There has been a rise in the popularity of ChatGPT and other chat-based artificial intelligence (AI) apps in medical education. Despite data being available from other parts of the world, there is a significant lack of information on this...
Surveys and Questionnaires Humans Young Adult Cross-Sectional Studies Saudi Arabia Artificial Intelligence Adult Generative Artificial Intelligence Male Female Students, Medical Social Media Mobile Applications Education, Medical
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Preliminary exploration of ChatGPT-4 shows the potential of generative artificial intelligence for culturally tailored, multilingual antimicrobial resistance awareness messaging.

American journal of veterinary research Jan 29, 2025
OBJECTIVE: Antimicrobial resistance (AMR), a global threat driven by factors such as improper antimicrobial use in humans and animals, is projected to cause 10 million annual deaths by 2050. For behavior change, public health messages must be tailore...
Humans Artificial Intelligence Animals Generative Artificial Intelligence Social Media Drug Resistance, Microbial
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Exploring the Social Media Discussion of Breast Cancer Treatment Choices: Quantitative Natural Language Processing Study.

JMIR cancer Jan 28, 2025
BACKGROUND: Early-stage breast cancer has the complex challenge of carrying a favorable prognosis with multiple treatment options, including breast-conserving surgery (BCS) or mastectomy. Social media is increasingly used as a source of information a...
Mastectomy, Segmental Social Media Natural Language Processing Humans Emotions Mastectomy Female Decision Making Breast Neoplasms
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From social media to artificial intelligence: improving research on digital harms in youth.

The Lancet. Child & adolescent health Jan 21, 2025
In this Personal View, we critically evaluate the limitations and underlying challenges of existing research into the negative mental health consequences of internet-mediated technologies on young people. We argue that identifying and proactively add...
Child Social Media Artificial Intelligence Humans Mental Health Adolescent
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Psychological and Behavioral Insights From Social Media Users: Natural Language Processing-Based Quantitative Study on Mental Well-Being.

JMIR formative research Jan 20, 2025
BACKGROUND: Depression significantly impacts an individual's thoughts, emotions, behaviors, and moods; this prevalent mental health condition affects millions globally. Traditional approaches to detecting and treating depression rely on questionnaire...
Male Depression Social Media Adult Mental Health Natural Language Processing Social Interaction Humans Machine Learning Female
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AI-generated cancer prevention influencers can target risk groups on social media at low cost.

European journal of cancer (Oxford, England : 1990) Jan 18, 2025
BACKGROUND: This study explores the potential of Artificial Intelligence (AI)-generated social media influencers to disseminate cancer prevention messages. Utilizing a Generative AI (GenAI) application, we created a virtual persona, "Wanda", to promo...
Humans Health Promotion Social Media Artificial Intelligence Cost-Benefit Analysis Female Middle Aged Adult Risk Factors Neoplasms Male Health Knowledge, Attitudes, Practice
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