AI Medical Compendium Topic:
Social Media

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The Use of Emotional Artificial Intelligence in Plastic Surgery.

Plastic and reconstructive surgery Aug 1, 2019
BACKGROUND: The use of social media to discuss topics related to and within plastic surgery has become widespread in recent years; however, it remains unclear how to use this abundance of largely untapped data to propagate educational research in the...
Databases, Factual Prospective Studies Female Humans Patient Satisfaction Esthetics Artificial Intelligence Surgery, Plastic Machine Learning Emotional Intelligence Male Treatment Outcome Social Media
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Drug knowledge bases and their applications in biomedical informatics research.

Briefings in bioinformatics Jul 19, 2019
Recent advances in biomedical research have generated a large volume of drug-related data. To effectively handle this flood of data, many initiatives have been taken to help researchers make good use of them. As the results of these initiatives, many...
Humans Machine Learning Drug-Related Side Effects and Adverse Reactions Knowledge Bases Data Mining Systems Integration Databases, Pharmaceutical Pharmacogenomic Testing Social Media Drug Repositioning Drug Interactions Algorithms Computational Biology Drug Development
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Prediction of Personal Experience Tweets of Medication Use via Contextual Word Representations.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
Continuous monitoring the safe use of medication is an important task in pharmacovigilance. The first-hand experiences of medication effects come from the consumers of the pharmaceuticals. Social media have been considered as a possible alternative d...
Neural Networks, Computer Electric Power Supplies Social Media Natural Language Processing Pharmacovigilance
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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
Pharmacovigilance Datasets as Topic Natural Language Processing Deep Learning Drug-Related Side Effects and Adverse Reactions Humans Social Media Data Mining Neural Networks, Computer
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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...
Neural Networks, Computer Deep Learning Social Media Drug-Related Side Effects and Adverse Reactions Pharmacovigilance Humans
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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...
Patient Portals Patient Generated Health Data Machine Learning Social Media Internet Humans
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Rethink government with AI.

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

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

Nature Nov 1, 2018
Archives Video Games Humans Smartphone Social Change Social Media Artificial Intelligence Diffusion of Innovation Technology Vulnerable Populations
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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 ...
Data Mining Social Media Humans Pharmacovigilance Natural Language Processing Neural Networks, Computer Drug-Related Side Effects and Adverse Reactions Support Vector Machine
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