AIMC Topic: Social Media

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A deep learning approach for identifying cancer survivors living with post-traumatic stress disorder on Twitter.

BMC medical informatics and decision making Dec 14, 2020
BACKGROUND: Emotions after surviving cancer can be complicated. The survivors may have gained new strength to continue life, but some of them may begin to deal with complicated feelings and emotional stress due to trauma and fear of cancer recurrence...
Survivors Cancer Survivors Humans Neoplasms Deep Learning Stress Disorders, Post-Traumatic Social Media
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Human Sentiment and Activity Recognition in Disaster Situations Using Social Media Images Based on Deep Learning.

Sensors (Basel, Switzerland) Dec 11, 2020
A rapidly increasing growth of social networks and the propensity of users to communicate their physical activities, thoughts, expressions, and viewpoints in text, visual, and audio material have opened up new possibilities and opportunities in senti...
Humans Social Networking Human Activities Crowdsourcing Disasters Deep Learning Social Media
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Detection of Hate Speech in COVID-19-Related Tweets in the Arab Region: Deep Learning and Topic Modeling Approach.

Journal of medical Internet research Dec 8, 2020
BACKGROUND: The massive scale of social media platforms requires an automatic solution for detecting hate speech. These automatic solutions will help reduce the need for manual analysis of content. Most previous literature has cast the hate speech de...
Pandemics COVID-19 Research Design Humans SARS-CoV-2 Deep Learning Speech Saudi Arabia Social Media Hate
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Detection of Suicidality Among Opioid Users on Reddit: Machine Learning-Based Approach.

Journal of medical Internet research Nov 27, 2020
BACKGROUND: In recent years, both suicide and overdose rates have been increasing. Many individuals who struggle with opioid use disorder are prone to suicidal ideation; this may often result in overdose. However, these fatal overdoses are difficult ...
Social Media Female Internet Use Humans Natural Language Processing Male Machine Learning Opioid-Related Disorders Suicide
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Twitter Discussions and Emotions About the COVID-19 Pandemic: Machine Learning Approach.

Journal of medical Internet research Nov 25, 2020
BACKGROUND: It is important to measure the public response to the COVID-19 pandemic. Twitter is an important data source for infodemiology studies involving public response monitoring.
SARS-CoV-2 Emotions Social Media Data Collection Humans Machine Learning COVID-19
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Quantitative Methods for Analyzing Intimate Partner Violence in Microblogs: Observational Study.

Journal of medical Internet research Nov 19, 2020
BACKGROUND: Social media is a rich, virtually untapped source of data on the dynamics of intimate partner violence, one that is both global in scale and intimate in detail.
Male Humans Intimate Partner Violence Machine Learning Internet Use Social Media Female Natural Language Processing
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Public Perception of the COVID-19 Pandemic on Twitter: Sentiment Analysis and Topic Modeling Study.

JMIR public health and surveillance Nov 11, 2020
BACKGROUND: COVID-19 is a scientifically and medically novel disease that is not fully understood because it has yet to be consistently and deeply studied. Among the gaps in research on the COVID-19 outbreak, there is a lack of sufficient infoveillan...
Social Media Natural Language Processing Data Mining Pandemics Models, Psychological COVID-19 Health Knowledge, Attitudes, Practice Humans
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Whether the weather will help us weather the COVID-19 pandemic: Using machine learning to measure twitter users' perceptions.

International journal of medical informatics Nov 10, 2020
OBJECTIVE: The potential ability for weather to affect SARS-CoV-2 transmission has been an area of controversial discussion during the COVID-19 pandemic. Individuals' perceptions of the impact of weather can inform their adherence to public health gu...
SARS-CoV-2 Social Media Weather Pandemics Humans COVID-19 Machine Learning
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The Hidden Pandemic of Family Violence During COVID-19: Unsupervised Learning of Tweets.

Journal of medical Internet research Nov 6, 2020
BACKGROUND: Family violence (including intimate partner violence/domestic violence, child abuse, and elder abuse) is a hidden pandemic happening alongside COVID-19. The rates of family violence are rising fast, and women and children are disproportio...
Domestic Violence Humans Pandemics Social Media Unsupervised Machine Learning Coronavirus Infections Intimate Partner Violence Betacoronavirus Pneumonia, Viral Male COVID-19 Disease Outbreaks Female Sexual and Gender Minorities SARS-CoV-2
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Adoption of Digital Technologies in Health Care During the COVID-19 Pandemic: Systematic Review of Early Scientific Literature.

Journal of medical Internet research Nov 6, 2020
BACKGROUND: The COVID-19 pandemic is favoring digital transitions in many industries and in society as a whole. Health care organizations have responded to the first phase of the pandemic by rapidly adopting digital solutions and advanced technology ...
Technology SARS-CoV-2 Social Media Pandemics COVID-19 Delivery of Health Care Betacoronavirus Pneumonia, Viral Privacy Coronavirus Infections Telemedicine Humans Artificial Intelligence
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