AIMC Topic: Public Health

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Overachieving Municipalities in Public Health: A Machine-learning Approach.

Epidemiology (Cambridge, Mass.) Nov 1, 2018
BACKGROUND: Identifying successful public health ideas and practices is a difficult challenge towing to the presence of complex baseline characteristics that can affect health outcomes. We propose the use of machine learning algorithms to predict lif...
Humans Machine Learning Algorithms Aged Brazil Public Health Cities Public Health Practice Life Expectancy
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Could Social Bots Pose a Threat to Public Health?

American journal of public health Aug 1, 2018
Humans Artificial Intelligence Public Health Social Media Internet Psychology, Social
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Objective Assessment of Physical Activity: Classifiers for Public Health.

Medicine and science in sports and exercise May 1, 2016
PURPOSE: Walking for health is recommended by health agencies, partly based on epidemiological studies of self-reported behaviors. Accelerometers are now replacing survey data, but it is not clear that intensity-based cut points reflect the behaviors...
Humans Machine Learning Algorithms Female Aged Adult Male Middle Aged Exercise Public Health Overweight Obesity Activities of Daily Living Monitoring, Ambulatory Accelerometry Bicycling
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Indexing Publicly Available Health Data with Medical Subject Headings (MeSH): An Evaluation of Term Coverage.

Studies in health technology and informatics Jan 1, 2015
As part of the Open Government Initiative, the United States federal government published datasets to increase collaboration, transparency, consumer participation, and research, and are available online at HealthData.gov. Currently, HealthData.gov do...
Artificial Intelligence Public Health United States Natural Language Processing Information Storage and Retrieval Semantics MEDLINE Medical Subject Headings Terminology as Topic
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