AIMC Topic: Social Media

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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 Aug 1, 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...
Female Male Pilot Projects Humans Physicians Neurosurgical Procedures Cerebrovascular Disorders Neurosurgery Generative Artificial Intelligence Social Media Comprehension Empathy
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Perception and sentiment analysis of palliative care in Chinese social media: Qualitative studies based on machine learning.

Social science & medicine (1982) Aug 1, 2025
BACKGROUND: Traditional Chinese culture makes death a sensitive and taboo topic, leading patients and family members to refuse to choose palliative care.
Perception Humans Emotions Adult Social Media Male Palliative Care Middle Aged China Machine Learning Qualitative Research Female
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Exploring mental health literacy on twitter: A machine learning approach.

Journal of affective disorders Aug 1, 2025
OBJECTIVES: This study investigates whether reducing mental illness stigma, enhancing help-seeking efficacy, and maintaining positive mental health mediate the relationship between the recognition of mental disorders and help-seeking attitudes.
Health Literacy Help-Seeking Behavior Humans Social Media Social Stigma Mental Disorders Machine Learning Mental Health
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Hy-DeFake: Hypergraph neural networks for detecting fake news in online social networks.

Neural networks : the official journal of the International Neural Network Society Jul 1, 2025
Nowadays social media is the primary platform for people to obtain news and share information. Combating online fake news has become an urgent task to reduce the damage it causes to society. Existing methods typically improve their fake news detectio...
Online Social Networking Humans Deception Social Media Neural Networks, Computer Social Networking
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Beyond the Posts: Analyzing Breast Implant Illness Discourse With Natural Language Processing and Deep Learning.

Aesthetic surgery journal Jun 16, 2025
BACKGROUND: Breast implant illness (BII) is a spectrum of symptoms some people attribute to breast implants. Although causality remains unproven, patient interest has grown significantly. Understanding patient perceptions of BII on social media is cr...
Social Media Natural Language Processing Breast Implantation Breast Implants Device Removal Female Deep Learning Humans Emotions
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Enhancing Marathon Enthusiast Engagement Through AI: A Quantitative Study on the Role of Social Media in Sports Communication.

Brain and behavior Jun 1, 2025
PURPOSE: This study explores the impact of AI-driven personalization, interactive features, and real-time feedback on user engagement and experience among marathon enthusiasts.
Sports Social Media Marathon Running Young Adult Humans Adult Artificial Intelligence Communication Male Female Middle Aged
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Medical Mistrust in Online Cancer Communities: A Large-Scale Analysis Across 10 Cancer Entities.

Psycho-oncology Jun 1, 2025
BACKGROUND: Medical mistrust is a barrier to optimal cancer care. Analyzing social media posts where patients voice mistrust provides an opportunity to understand its variations and derive potential ways to address medical mistrust.
Humans Female Trust Neoplasms Social Media Cross-Sectional Studies Male
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Suicide ideation detection based on documents dimensionality expansion.

Computers in biology and medicine Jun 1, 2025
Accurate and secure classifying informal documents related to mental disorders is challenging due to factors such as informal language, noisy data, cultural differences, personal information and mixed emotions. Conventional deep learning models often...
Humans Social Media Deep Learning Neural Networks, Computer Suicidal Ideation
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A novel framework for seasonal affective disorder detection: Comprehensive machine learning analysis using multimodal social media data and SMOTE.

Acta psychologica Jun 1, 2025
Seasonal Affective Disorder (SAD) is a mood disorder characterized by recurring depressive episodes during specific seasons, particularly in Fall and Winter. With the rise of social media as a platform for self-expression, user-generated content offe...
Machine Learning Social Media Seasonal Affective Disorder Humans
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The need for research on AI-driven social media and adolescent mental health.

Asian journal of psychiatry Jun 1, 2025
The increasing integration of artificial intelligence (AI) in social media platforms has transformed digital interactions, particularly among adolescents. AI-driven algorithms curate highly personalized content, reinforcing behavioral patterns and op...
Humans Social Media Artificial Intelligence Adolescent Adolescent Behavior Mental Health
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