AIMC Topic: Social Media

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Perspectives surrounding robotic total hip arthroplasty: a cross-sectional analysis using natural language processing.

Canadian journal of surgery. Journal canadien de chirurgie Jan 3, 2025
BACKGROUND: Robotic technology has been used in total hip arthroplasty (THA) for several years. Despite the advances in this field, perspectives surrounding robotic THA are not fully understood. This study aimed to characterize the landscape of robot...
Humans Cross-Sectional Studies Robotic Surgical Procedures Arthroplasty, Replacement, Hip Social Media Natural Language Processing
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Artificial intelligence in dentistry: Assessing the informational quality of YouTube videos.

PloS one Jan 2, 2025
BACKGROUND AND PURPOSE: The most widely used social media platform for video content is YouTubeTM. The present study evaluated the quality of information on YouTubeTM on artificial intelligence (AI) in dentistry.
Humans Dentistry Social Media Artificial Intelligence Cross-Sectional Studies Video Recording
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Analysis of User-Generated Posts on Social Media of Adjuvant Analgesics: A Machine Learning Study.

International journal of medical sciences Jan 1, 2025
Antiepileptics and antidepressants are frequently prescribed for chronic pain, but their efficacy and potential adverse effects raise concerns, including dependency issues. Increased prescriptions, sometimes fraudulent, prompted reclassification of ...
Machine Learning Cross-Sectional Studies Humans Analgesics Antidepressive Agents Social Media Chronic Pain Anticonvulsants
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Identification and Classification of Images in e-Cigarette-Related Content on TikTok: Unsupervised Machine Learning Image Clustering Approach.

Substance use & misuse Dec 30, 2024
BACKGROUND: Previous studies identified e-cigarette content on popular video and image-based social media platforms such as TikTok. While machine learning approaches have been increasingly used with text-based social media data, image-based analysis ...
Unsupervised Machine Learning Vaping Electronic Nicotine Delivery Systems Humans Cluster Analysis Image Processing, Computer-Assisted Social Media
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The Utilization of Natural Language Processing for Analyzing Social Media Data in Nursing Research: A Scoping Review.

Journal of nursing management Dec 30, 2024
This scoping review aimed to identify and synthesize the evidence in existing nursing studies that used natural language processing to analyze social media data, and the relevant procedures, techniques, tools, and ethical issues. Social media has w...
Nursing Research Social Media Humans Natural Language Processing
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Impact of Artificial Intelligence-Generated Content Labels On Perceived Accuracy, Message Credibility, and Sharing Intentions for Misinformation: Web-Based, Randomized, Controlled Experiment.

JMIR formative research Dec 24, 2024
BACKGROUND: The proliferation of generative artificial intelligence (AI), such as ChatGPT, has added complexity and richness to the virtual environment by increasing the presence of AI-generated content (AIGC). Although social media platforms such as...
Male Social Media Internet Intention Adult Communication Female Young Adult Humans Artificial Intelligence
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Machine and deep learning algorithms for sentiment analysis during COVID-19: A vision to create fake news resistant society.

PloS one Dec 19, 2024
Informal education via social media plays a crucial role in modern learning, offering self-directed and community-driven opportunities to gain knowledge, skills, and attitudes beyond traditional educational settings. These platforms provide access to...
Social Media Humans Communication Deep Learning COVID-19 Machine Learning Algorithms Pandemics SARS-CoV-2
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Piecing together the narrative of #longcovid: an unsupervised deep learning of 1,354,889 X (formerly Twitter) posts from 2020 to 2023.

Frontiers in public health Dec 16, 2024
OBJECTIVE: To characterize the public conversations around long COVID, as expressed through X (formerly Twitter) posts from May 2020 to April 2023.
Social Media Unsupervised Machine Learning SARS-CoV-2 Humans Narration Deep Learning COVID-19
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Novel approach for predicting fake news stance detection using large word embedding blending and customized CNN model.

PloS one Dec 13, 2024
The proliferation of fake news is one of the major problems that causes personal and societal harm. In today's fast-paced digital age, misinformation spreads rapidly, often leaving individuals without the time to verify the authenticity of the inform...
Neural Networks, Computer Algorithms Deception Social Media Humans
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Combining Topic Modeling, Sentiment Analysis, and Corpus Linguistics to Analyze Unstructured Web-Based Patient Experience Data: Case Study of Modafinil Experiences.

Journal of medical Internet research Dec 11, 2024
BACKGROUND: Patient experience data from social media offer patient-centered perspectives on disease, treatments, and health service delivery. Current guidelines typically rely on systematic reviews, while qualitative health studies are often seen as...
Natural Language Processing Internet Humans Social Media Modafinil Data Mining Linguistics
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