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Seasonal influenza is a contagious respiratory illness that can cause various complications, worsen chronic illnesses, and sometimes lead to deaths. During 2009 H1N1 flu pandemic, up to 203,000 deaths occurred worldwide. Early detection and prediction of disease outbreak is critical because it can provide more time to prepare a response and significantly reduce the impact caused by a pandemic. The...
This project will enable to raise awareness regarding public health and common illness in different parts of the world. With use of Twitter stream, it enables to collect global trending issues and to visualize areas prone to illness thru Heat map. It helps to address the needs of certain area to send assistance such as vaccines, antibiotics, etc. The HealthSource Web Application also have modules...
Public health-related topics are difficult to identify in large conversational datasets like Twitter. This study examines how to model and discover public health topics and themes in tweets. Tobacco use is chosen as a test case to demonstrate the effectiveness of topic modeling via LDA across a large, representational dataset from the United States, as well as across a smaller subset that was seeded...
The use of internet based communication has promising applications for healthcare. Information sourced from social media has the potential to transform medical research and the construction of Public health policies. Wireless technologies give healthcare providers the opportunity to monitor patients in the community reducing costly hospital stays and enabling earlier disease intervention. Whilst increased...
Allergies are one of the most common chronic diseases worldwide. One in five Americans suffer from either allergy or asthma symptoms. With the prevalence of social media, people sharing experiences and opinions on personal health symptoms and concerns on social media are increasing. Mining those publicly available health related data potentially provides valuable healthcare insights. In this paper,...
Social networks have the potential to provide a number of capabilities for augmenting healthcare service delivery and providing new capabilities not present in traditional clinical health communication or public health communication. In this paper we propose a model for social network-enhanced health communication and describe and analyze how this can assist health consumers in the population as a...
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