AIMC Topic: Epidemiologic Methods

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Application of a long short-term memory neural network: a burgeoning method of deep learning in forecasting HIV incidence in Guangxi, China.

Epidemiology and infection Jan 1, 2019
Guangxi, a province in southwestern China, has the second highest reported number of HIV/AIDS cases in China. This study aimed to develop an accurate and effective model to describe the tendency of HIV and to predict its incidence in Guangxi. HIV inc...
Humans Forecasting Deep Learning China HIV Infections Incidence Epidemiologic Methods
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Machine Learning for Healthcare: On the Verge of a Major Shift in Healthcare Epidemiology.

Clinical infectious diseases : an official publication of the Infectious Diseases Society of America Jan 6, 2018
The increasing availability of electronic health data presents a major opportunity in healthcare for both discovery and practical applications to improve healthcare. However, for healthcare epidemiologists to best use these data, computational techni...
Humans Machine Learning Communicable Diseases Electronic Data Processing Epidemiologic Methods
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Toward Automating HIV Identification: Machine Learning for Rapid Identification of HIV-Related Social Media Data.

Journal of acquired immune deficiency syndromes (1999) Feb 1, 2017
INTRODUCTION: "Social big data" from technologies such as social media, wearable devices, and online searches continue to grow and can be used as tools for HIV research. Although researchers can uncover patterns and insights associated with HIV trend...
Humans Machine Learning HIV Infections Time Factors Social Media Statistics as Topic Epidemiologic Methods Risk-Taking
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