AIMC Topic: Social Media

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Enhancing sarcasm detection in sentiment analysis for cyberspace safety using advanced deep learning techniques.

Scientific reports Jul 2, 2025
Social media has become an integral part of daily life, with platforms like Twitter serving as popular outlets for users to share information and express grievances. While social media offers numerous benefits, it can also be misused for cyberbullyin...
Deep Learning Social Media Cyberbullying Humans Neural Networks, Computer
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Comparison of physician and large language model chatbot responses to online ear, nose, and throat inquiries.

Scientific reports Jul 1, 2025
Large language models (LLMs) can potentially enhance the accessibility and quality of medical information. This study evaluates the reliability and quality of responses generated by ChatGPT-4, an LLM-driven chatbot, compared to those written by physi...
Humans Physicians Male Generative Artificial Intelligence Social Media Language Female Large Language Models Otolaryngology
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A fake news detection model using the integration of multimodal attention mechanism and residual convolutional network.

Scientific reports Jul 1, 2025
To improve the accuracy and efficiency of fake news detection, this study proposes a deep learning model that integrates residual networks with attention mechanisms. Building on traditional convolutional neural networks, the model incorporates multi-...
Attention Deep Learning Social Media Humans Neural Networks, Computer
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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...
Humans Oral Health Social Media Health Education Natural Language Processing Panic Anxiety
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Sentiment Analysis Using a Large Language Model-Based Approach to Detect Opioids Mixed With Other Substances Via Social Media: Method Development and Validation.

JMIR infodemiology Jun 19, 2025
BACKGROUND: The opioid crisis poses a significant health challenge in the United States, with increasing overdoses and death rates due to opioids mixed with other illicit substances. Various strategies have been developed by federal and local governm...
Large Language Models Opioid-Related Disorders Drug Overdose Humans Machine Learning Social Media Analgesics, Opioid United States
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Navigating the Maze of Social Media Disinformation on Psychiatric Illness and Charting Paths to Reliable Information for Mental Health Professionals: Observational Study of TikTok Videos.

Journal of medical Internet research Jun 18, 2025
BACKGROUND: Disinformation on social media can seriously affect mental health by spreading false information, increasing anxiety, stress, and confusion in vulnerable individuals, as well as perpetuating stigma. This flood of misleading content can un...
Social Media Mental Disorders Humans Mental Health Video Recording Health Personnel
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Comparison of quality, empathy and readability of physician responses versus chatbot responses to common cerebrovascular neurosurgical questions on a social media platform.

Clinical neurology and neurosurgery May 28, 2025
BACKGROUND: Social media platforms are utilized by patients prior to scheduling formal consultations and also serve as a means of pursuing second opinions. Cerebrovascular pathologies require regular surveillance and specialized care. In recent years...
Comprehension Empathy Cerebrovascular Disorders Neurosurgery Male Pilot Projects Humans Social Media Generative Artificial Intelligence Neurosurgical Procedures Physicians Female
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Pharmacovigilance in the digital age: gaining insight from social media data.

Experimental biology and medicine (Maywood, N.J.) May 27, 2025
Pharmacovigilance is essential for protecting patient health by monitoring and managing medication-related risks. Traditional methods like spontaneous reporting systems and clinical trials are valuable for identifying adverse drug events, but face de...
Humans Pharmacovigilance Social Media Machine Learning Adverse Drug Reaction Reporting Systems Drug-Related Side Effects and Adverse Reactions
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Leveraging Social Media Data to Understand the Impact of COVID-19 on Residents' Dietary Behaviors: Observational Study.

Journal of medical Internet research May 23, 2025
BACKGROUND: The COVID-19 pandemic has inflicted global devastation, infecting over 750 million and causing 6 million deaths. In an effort to control the spread of the virus, governments around the world implemented a variety of measures, including st...
Feeding Behavior Obesity Pandemics Social Media Diet COVID-19 Humans Emotions SARS-CoV-2
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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...
Social Media Internet Health Literacy Female Male Health Education Adolescent Humans Child
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