AIMC Topic: Social Media

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Reply to comment on: "Deep learning for pharmacovigilance: recurrent neural network architectures for labeling adverse drug reactions in Twitter posts".

Journal of the American Medical Informatics Association : JAMIA Jun 1, 2019
We appreciate the detailed review provided by Magge et al1 of our article, "Deep learning for pharmacovigilance: recurrent neural network architectures for labeling adverse drug reactions in Twitter posts." 2 In their letter, they present a subjectiv...
Social Media Drug-Related Side Effects and Adverse Reactions Pharmacovigilance Humans Neural Networks, Computer Deep Learning
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A systematic literature review of machine learning in online personal health data.

Journal of the American Medical Informatics Association : JAMIA Jun 1, 2019
OBJECTIVE: User-generated content (UGC) in online environments provides opportunities to learn an individual's health status outside of clinical settings. However, the nature of UGC brings challenges in both data collecting and processing. The purpos...
Internet Patient Portals Patient Generated Health Data Humans Machine Learning Social Media
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Rethink government with AI.

Nature Apr 1, 2019
Big Data Models, Theoretical Foodborne Diseases Administrative Personnel Forecasting Computer Simulation Ill-Housed Persons Housing Government Regulation Social Media Minority Groups Inventions Humans Artificial Intelligence Machine Learning Social Work Prejudice Facial Recognition Federal Government Policy Making Police
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Health promotion 4.0.

Health promotion international Apr 1, 2019
Humans Artificial Intelligence Health Promotion Social Media Internet Commerce
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Digital revolution.

Nature Nov 1, 2018
Archives Video Games Social Change Smartphone Social Media Diffusion of Innovation Technology Vulnerable Populations Humans Artificial Intelligence
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Data and systems for medication-related text classification and concept normalization from Twitter: insights from the Social Media Mining for Health (SMM4H)-2017 shared task.

Journal of the American Medical Informatics Association : JAMIA Oct 1, 2018
OBJECTIVE: We executed the Social Media Mining for Health (SMM4H) 2017 shared tasks to enable the community-driven development and large-scale evaluation of automatic text processing methods for the classification and normalization of health-related ...
Natural Language Processing Drug-Related Side Effects and Adverse Reactions Data Mining Pharmacovigilance Neural Networks, Computer Humans Support Vector Machine Social Media
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A murdered teen, two million tweets and an experiment to fight gun violence.

Nature Sep 1, 2018
Researchers are using AI to decode the language of Chicago gangs. Next they’ll look for opportunities to intervene before online aggression turns deadly.
In the middle of the day on 11 April 2014, a hooded gunman ambushed Gakirah Barnes on the str...
Firearms Violence Grief Aggression Homicide Humans Adolescent Behavior Motivation Chicago Anger Artificial Intelligence Social Media Drug Overdose Young Adult Heroin Dependence Machine Learning Risk Male Female Adolescent Reproducibility of Results
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Could Social Bots Pose a Threat to Public Health?

American journal of public health Aug 1, 2018
Psychology, Social Humans Public Health Artificial Intelligence Social Media Internet
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Machine learning for tracking illegal wildlife trade on social media.

Nature ecology & evolution Mar 1, 2018
Animals Machine Learning Conservation of Natural Resources Animals, Wild Social Media
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AI opens new frontier for suicide prevention.

CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne Jan 29, 2018
Suicide Prevention Humans Social Media Artificial Intelligence
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