Infectious Disease

Public Health

Latest AI and machine learning research in public health for healthcare professionals.

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Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance.

We present a machine learning-based methodology capable of providing real-time ("nowcast") and forec...

Oct 2015 26513245
Harnessing Computational Biology for Exact Linear B-Cell Epitope Prediction: A Novel Amino Acid Composition-Based Feature Descriptor.

Proteins embody epitopes that serve as their antigenic determinants. Epitopes occupy a central place...

Sep 2015 26406767
Can Natural Language Processing Improve the Efficiency of Vaccine Adverse Event Report Review?

BACKGROUND: Individual case review of spontaneous adverse event (AE) reports remains a cornerstone o...

Sep 2015 26394725
The Large Scale Machine Learning in an Artificial Society: Prediction of the Ebola Outbreak in Beijing.

Ebola virus disease (EVD) distinguishes its feature as high infectivity and mortality. Thus, it is u...

Sep 2015 26457078
Synbiotic enhances immune responses against infectious bronchitis, infectious bursal disease, Newcastle disease and avian influenza in broiler chickens.

Increased susceptibility of birds to avian pathogens in intensive husbandry system has emphasized on...

Sep 2015 26893807
Identifying Adverse Effects of HIV Drug Treatment and Associated Sentiments Using Twitter.

BACKGROUND: Social media platforms are increasingly seen as a source of data on a wide range of heal...

Jul 2015 27227141
Computational Discrimination of Breast Cancer for Korean Women Based on Epidemiologic Data Only.

Breast cancer is the second leading cancer for Korean women and its incidence rate has been increasi...

Jul 2015 26240478
Automatic classification of diseases from free-text death certificates for real-time surveillance.

BACKGROUND: Death certificates provide an invaluable source for mortality statistics which can be us...

Jul 2015 26174442
Genomics and Machine Learning for Taxonomy Consensus: The Mycobacterium tuberculosis Complex Paradigm.

Infra-species taxonomy is a prerequisite to compare features such as virulence in different pathogen...

Jul 2015 26154264
Natural Language Processing for Real-Time Catheter-Associated Urinary Tract Infection Surveillance: Results of a Pilot Implementation Trial.

BACKGROUND: Incidence of catheter-associated urinary tract infection (CAUTI) is a quality benchmark....

May 2015 26022228
Intelligent Surveillance Robot with Obstacle Avoidance Capabilities Using Neural Network.

For specific purpose, vision-based surveillance robot that can be run autonomously and able to acqui...

May 2015 26089863
Machine learning methods enable predictive modeling of antibody feature:function relationships in RV144 vaccinees.

The adaptive immune response to vaccination or infection can lead to the production of specific anti...

Apr 2015 25874406
NIEluter: Predicting peptides eluted from HLA class I molecules.

The immune system has evolved to make a diverse repertoire of peptides processed from self and forei...

Apr 2015 25862605
Machine learning approaches to analysing textual injury surveillance data: a systematic review.

OBJECTIVE: To synthesise recent research on the use of machine learning approaches to mining textual...

Mar 2015 25795924
Multi-center colonoscopy quality measurement utilizing natural language processing.

BACKGROUND: An accurate system for tracking of colonoscopy quality and surveillance intervals could ...

Mar 2015 25756240
Autonomous surveillance for biosecurity.

The global movement of people and goods has increased the risk of biosecurity threats and their pote...

Mar 2015 25744760
Application of a hybrid method combining grey model and back propagation artificial neural networks to forecast hepatitis B in china.

Accurate incidence forecasting of infectious disease provides potentially valuable insights in its o...

Feb 2015 25815044
Quantifying the determinants of outbreak detection performance through simulation and machine learning.

OBJECTIVE: To develop a probabilistic model for discovering and quantifying determinants of outbreak...

Nov 2014 25445482
Humanoid robotics in health care: An exploration of children's and parents' emotional reactions.

A new non-pharmacological method of distraction was tested with 57 children during their annual flu ...

Oct 2013 24140615
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