Infectious Disease

Public Health

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

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Support vector machine applied to predict the zoonotic potential of E. coli O157 cattle isolates.

Sequence analyses of pathogen genomes facilitate the tracking of disease outbreaks and allow relatio...

Sep 2016 27647883
DRPPP: A machine learning based tool for prediction of disease resistance proteins in plants.

Plant disease outbreak is increasing rapidly around the globe and is a major cause for crop loss wor...

Sep 2016 27658260
Impact of three task demand factors on simulated unmanned system intelligence, surveillance, and reconnaissance operations.

The present study investigated how three task demand factors influenced performance, subjective work...

Aug 2016 27557433
The Apollo Structured Vocabulary: an OWL2 ontology of phenomena in infectious disease epidemiology and population biology for use in epidemic simulation.

BACKGROUND: We developed the Apollo Structured Vocabulary (Apollo-SV)-an OWL2 ontology of phenomena ...

Aug 2016 27538448
Exploring trends of nonmedical use of prescription drugs and polydrug abuse in the Twittersphere using unsupervised machine learning.

INTRODUCTION: Nonmedical use of prescription medications/drugs (NMUPD) is a serious public health th...

Aug 2016 27568339
Detecting hospital-acquired infections: A document classification approach using support vector machines and gradient tree boosting.

Hospital-acquired infections pose a significant risk to patient health, while their surveillance is ...

Aug 2016 27496862
Applying GIS and Machine Learning Methods to Twitter Data for Multiscale Surveillance of Influenza.

Traditional methods for monitoring influenza are haphazard and lack fine-grained details regarding t...

Jul 2016 27455108
Effects of Fish Oil Supplementation on Gestational Diabetes Mellitus (GDM): A Systematic Review.

CONTEXT: One of the most common complications of pregnancy is gestational diabetes mellitus (GDM), w...

Jul 2016 28191333
Detecting borderline infection in an automated monitoring system for healthcare-associated infection using fuzzy logic.

BACKGROUND: Many electronic infection detection systems employ dichotomous classification methods, c...

Apr 2016 27156053
Transforming Clinical Data into Actionable Prognosis Models: Machine-Learning Framework and Field-Deployable App to Predict Outcome of Ebola Patients.

BACKGROUND: Assessment of the response to the 2014-15 Ebola outbreak indicates the need for innovati...

Mar 2016 26991501
Vaccine and Drug Ontology Studies (VDOS 2014).

The "Vaccine and Drug Ontology Studies" (VDOS) international workshop series focuses on vaccine- and...

Feb 2016 26918107
Fusing Data Mining, Machine Learning and Traditional Statistics to Detect Biomarkers Associated with Depression.

BACKGROUND: Atheoretical large-scale data mining techniques using machine learning algorithms have p...

Feb 2016 26848571
Harnessing information from injury narratives in the 'big data' era: understanding and applying machine learning for injury surveillance.

OBJECTIVE: Vast amounts of injury narratives are collected daily and are available electronically in...

Jan 2016 26728004
Endemicity of Acinetobacter calcoaceticus-baumannii Complex in an Intensive Care Unit in Malaysia.

Introduction. Acinetobacter calcoaceticus-baumannii complex (ACB complex) is a leading opportunistic...

Dec 2015 26819759
OntoStudyEdit: a new approach for ontology-based representation and management of metadata in clinical and epidemiological research.

BACKGROUND: The specification of metadata in clinical and epidemiological study projects absorbs sig...

Dec 2015 26688709
Mutagenic Potential ofBos taurus Papillomavirus Type 1 E6 Recombinant Protein: First Description.

Bovine papillomavirus (BPV) is considered a useful model to study HPV oncogenic process. BPV interac...

Dec 2015 26783529
Clinical course of H1N1-vaccine-related narcolepsy.

OBJECTIVE: To follow and analyze the clinical course and quality of life of Pandemrix H1N1-vaccine-r...

Nov 2015 27198942
Persistence of Anti-HBs Among Palestinian Medical Students After 18 - 22 Years of Vaccination: A Cross-Sectional Study.

BACKGROUND: Hepatitis B infection is a global public health problem affecting various sectors in the...

Nov 2015 26834785
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