AIMC Topic: Social Media

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Use of Deep Learning to Analyze Social Media Discussions About the Human Papillomavirus Vaccine.

JAMA network open Nov 2, 2020
IMPORTANCE: Human papillomavirus (HPV) vaccine hesitancy or refusal is common among parents of adolescents. An understanding of public perceptions from the perspective of behavior change theories can facilitate effective and targeted vaccine promotio...
Humans Retrospective Studies Deep Learning Health Knowledge, Attitudes, Practice Social Media Patient Acceptance of Health Care Social Networking Surveys and Questionnaires Cohort Studies Papillomavirus Vaccines Papillomavirus Infections
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Natural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit During COVID-19: Observational Study.

Journal of medical Internet research Oct 12, 2020
BACKGROUND: The COVID-19 pandemic is impacting mental health, but it is not clear how people with different types of mental health problems were differentially impacted as the initial wave of cases hit.
Suicidal Ideation Stress Disorders, Post-Traumatic Social Media Natural Language Processing Middle Aged Anxiety Adolescent Pneumonia, Viral Coronavirus Infections Borderline Personality Disorder Self-Help Groups Betacoronavirus COVID-19 Female SARS-CoV-2 Young Adult Adult Mental Health Male Global Health Humans Pandemics
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Deep neural networks detect suicide risk from textual facebook posts.

Scientific reports Oct 7, 2020
Detection of suicide risk is a highly prioritized, yet complicated task. Five decades of research have produced predictions slightly better than chance (AUCs = 0.56-0.58). In this study, Artificial Neural Network (ANN) models were constructed to pred...
Humans Neural Networks, Computer Machine Learning Female Suicide Prevention Suicide Social Media Male Risk Factors Middle Aged Young Adult Risk Assessment Adult Depression
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Low Testosterone on Social Media: Application of Natural Language Processing to Understand Patients' Perceptions of Hypogonadism and Its Treatment.

Journal of medical Internet research Oct 7, 2020
BACKGROUND: Despite the results of the Testosterone Trials, physicians remain uncomfortable treating men with hypogonadism. Discouraged, men increasingly turn to social media to discuss medical concerns.
Perception Hypogonadism Hormone Replacement Therapy Humans Social Media Prospective Studies Natural Language Processing Retrospective Studies Male Testosterone
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Identification of Risk Factors and Symptoms of COVID-19: Analysis of Biomedical Literature and Social Media Data.

Journal of medical Internet research Oct 2, 2020
BACKGROUND: In December 2019, the COVID-19 outbreak started in China and rapidly spread around the world. Lack of a vaccine or optimized intervention raised the importance of characterizing risk factors and symptoms for the early identification and s...
Humans Machine Learning Pandemics Pneumonia, Viral Fatigue Oxygen Inhalation Therapy Myalgia Betacoronavirus Social Media Cough Risk Factors Publications Headache COVID-19 Disease Outbreaks Fever Coronavirus Infections Retrospective Studies Diarrhea Data Collection SARS-CoV-2 Antiviral Agents Dyspnea
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Sentiment Analysis of Shared Tweets on Global Warming on Twitter with Data Mining Methods: A Case Study on Turkish Language.

Computational intelligence and neuroscience Sep 7, 2020
As the usage of social media has increased, the size of shared data has instantly surged and this has been an important source of research for environmental issues as it has been with popular topics. Sentiment analysis has been used to determine peop...
Global Warming Humans Social Media Machine Learning Language Data Mining Turkey Public Opinion
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Sexual reproductive health chatbots: should we be so quick to throw artificial intelligence out with the bathwater?

BMJ sexual & reproductive health Sep 3, 2020
Artificial Intelligence Humans Social Media Sexual Behavior Reproductive Health
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Digital Response During the COVID-19 Pandemic in Saudi Arabia.

Journal of medical Internet research Sep 1, 2020
BACKGROUND: The first case of COVID-19 in Saudi Arabia was confirmed on March 3, 2020. Saudi Arabia, like many other countries worldwide, implemented lockdown of most public and private services in response to the pandemic and established population ...
Social Media Coronavirus Infections Health Education Pneumonia, Viral COVID-19 Public Health Saudi Arabia Mobile Applications Humans Artificial Intelligence Pandemics
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Educational Value of YouTube Surgical Videos of Pediatric Robot-Assisted Laparoscopic Pyeloplasty: A Qualitative Assessment.

Journal of endourology Aug 19, 2020
Surgeons and residents report using videos to prepare for procedures, with a preference for open access resources, specifically YouTube. The educational quality of online videos is uncertain. Videos are uploaded without quality assessment, and ranke...
Humans Child India Social Media Robotics Laparoscopy Video Recording
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Social Network Analysis of COVID-19 Sentiments: Application of Artificial Intelligence.

Journal of medical Internet research Aug 18, 2020
BACKGROUND: The coronavirus disease (COVID-19) pandemic led to substantial public discussion. Understanding these discussions can help institutions, governments, and individuals navigate the pandemic.
Data Collection Humans Public Opinion COVID-19 Pneumonia, Viral Machine Learning United States Social Media Pandemics Coronavirus Infections
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