AIMC Topic: Social Media

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Machine Learning-Based Suicide Risk Prediction Model for Suicidal Trajectory on Social Media Following Suicidal Mentions: Independent Algorithm Validation.

Journal of medical Internet research Dec 5, 2024
BACKGROUND: Previous efforts to apply machine learning-based natural language processing to longitudinally collected social media data have shown promise in predicting suicide risk.
Humans Social Media Natural Language Processing Suicide Cohort Studies Adult Male Surveys and Questionnaires Suicidal Ideation Risk Assessment Algorithms Female Young Adult Machine Learning COVID-19
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Using deep learning and word embeddings for predicting human agreeableness behavior.

Scientific reports Dec 2, 2024
The latest advancements of deep learning have resulted in a new era of natural language processing. The machines now possess an unparallel ability to interpret and engage with various tasks such as text classification, content generation and natural ...
Humans Personality Social Media Natural Language Processing Algorithms Deep Learning
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Large Language Model Enhanced Logic Tensor Network for Stance Detection.

Neural networks : the official journal of the International Neural Network Society Nov 29, 2024
Social media platforms, rich in user-generated content, offer a unique perspective on public opinion, making stance detection an essential task in opinion mining. However, traditional deep neural networks for stance detection often suffer from limita...
Humans Social Media Logic Large Language Models Neural Networks, Computer Language
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Analyzing Patient Experience on Weibo: Machine Learning Approach to Topic Modeling and Sentiment Analysis.

JMIR medical informatics Nov 29, 2024
BACKGROUND: Social media platforms allow individuals to openly gather, communicate, and share information about their interactions with health care services, becoming an essential supplemental means of understanding patient experience.
Social Media Humans Machine Learning Bayes Theorem Patient Satisfaction
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AdversaFlow: Visual Red Teaming for Large Language Models with Multi-Level Adversarial Flow.

IEEE transactions on visualization and computer graphics Nov 25, 2024
Large Language Models (LLMs) are powerful but also raise significant security concerns, particularly regarding the harm they can cause, such as generating fake news that manipulates public opinion on social media and providing responses to unethical ...
Computer Graphics Large Language Models Artificial Intelligence Algorithms Social Media Computer Security Language Humans
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Detection of hate: speech tweets based convolutional neural network and machine learning algorithms.

Scientific reports Nov 21, 2024
There is no doubt that social media sites have provided many benefits to humanity, such as sharing information continuously and communicating with others easily. It also seems that social media sites have many advantages, but in addition to these adv...
Speech Support Vector Machine Machine Learning Social Media Humans Algorithms Neural Networks, Computer Deep Learning
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Application of social media communication for museum based on the deep mediatization and artificial intelligence.

Scientific reports Nov 19, 2024
Based on deep mediatization theory and artificial intelligence (AI) technology, this study explores the effective improvement of museums' social media communication by applying Convolutional Neural Network (CNN) technology. Firstly, the social media ...
Humans Neural Networks, Computer Deep Learning Artificial Intelligence Social Media Communication Museums
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Comparative Analysis of Machine-Learning Model Performance in Image Analysis: The Impact of Dataset Diversity and Size.

Anesthesia and analgesia Nov 15, 2024
BACKGROUND: This study presents an analysis of machine-learning model performance in image analysis, with a specific focus on videolaryngoscopy procedures. The research aimed to explore how dataset diversity and size affect the performance of machine...
Humans Machine Learning Image Processing, Computer-Assisted Datasets as Topic Laryngoscopy Social Media Video Recording
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AI for Analyzing Mental Health Disorders Among Social Media Users: Quarter-Century Narrative Review of Progress and Challenges.

Journal of medical Internet research Nov 15, 2024
BACKGROUND: Mental health disorders are currently the main contributor to poor quality of life and years lived with disability. Symptoms common to many mental health disorders lead to impairments or changes in the use of language, which are observabl...
Natural Language Processing Mental Health Social Media Humans Artificial Intelligence Mental Disorders COVID-19 SARS-CoV-2
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How Useful are Current Chatbots Regarding Urology Patient Information? Comparison of the Ten Most Popular Chatbots' Responses About Female Urinary Incontinence.

Journal of medical systems Nov 13, 2024
This research evaluates the readability and quality of patient information material about female urinary incontinence (fUI) in ten popular artificial intelligence (AI) supported chatbots. We used the most recent versions of 10 widely-used chatbots, i...
Patient Education as Topic Female Internet Humans Urinary Incontinence Comprehension Social Media Artificial Intelligence
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