Public Health & Policy

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

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Showing 2981-3000 of 11,066 articles

Cancer Care Access and Outcomes for American Indian Populations in the United States: Challenges and Models for Progress.

Low socioeconomic and health care access realities of being American Indian/Alaskan Native (AI/AN) in the United States combined with decades of data documenting poor cancer outcomes for this population provide a population nested within the United States that is analogous to the cancer care landscape of low- and middle-income countries internationally. We reviewed the medical literature with resp...

Nov 24 2016 28325240

Quantifying Risk for Anxiety Disorders in Preschool Children: A Machine Learning Approach.

Early childhood anxiety disorders are common, impairing, and predictive of anxiety and mood disorders later in childhood. Epidemiological studies over the last decade find that the prevalence of impairing anxiety disorders in preschool children ranges from 0.3% to 6.5%. Yet, less than 15% of young children with an impairing anxiety disorder receive a mental health evaluation or treatment. One poss...

Nov 23 2016 27880812
Development of chronic hepatitis B infection in a hepatitis B vaccine responder.

The Hepatitis B vaccine is highly effective for the prevention of hepatitis B (HBV) infection. We report the development of chronic HBV infection (Gen...

Nov 12 2016 28266264
Marginal zone lymphoma: Associated autoimmunity and auto-immune disorders.

Large epidemiological studies have shown a consistent increased risk for developing lymphoma in the setting of autoimmune disorders (AID). It is known...

Nov 5 2016 28288719
A Machine Learning Approach to Identifying the Thought Markers of Suicidal Subjects: A Prospective Multicenter Trial.

Death by suicide demonstrates profound personal suffering and societal failure. While basic sciences provide the opportunity to understand biological ...

Nov 3 2016 27813129
Studies in using a universal exchange and inference language for evidence based medicine. Semi-automated learning and reasoning for PICO methodology, systematic review, and environmental epidemiology.

The Q-UEL language of XML-like tags and the associated software applications are providing a valuable toolkit for Evidence Based Medicine (EBM). In th...

Oct 17 2016 27846446
Resistant starch suppresses postprandial hypertriglyceridemia in rats.

Postprandial increase in blood triglyceride levels is an independent risk factor for coronary artery disease, and dietary resistant starch (RS) is inc...

Oct 15 2016 28460986
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 relationships between strains to be reconstructed and vir...

Sep 19 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 worldwide. Plants, in turn, have developed diverse de...

Sep 13 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 workload and stress of novice intelligence, surveillan...

Aug 24 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 in infectious disease epidemiology and population ...

Aug 18 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 threat, particularly in relation to the prescription...

Aug 17 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 an additional workload for hospital staff. Our ove...

Aug 4 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 the spatial and temporal dynamics of outbreaks. Twi...

Jul 25 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), which is increasing worldwide. Experimental and epi...

Jul 2 2016 28191333
Using machine learning to support healthcare professionals in making preauthorisation decisions.

BACKGROUND: Preauthorisation is a control mechanism that is used by Health Insurance Providers (HIPs) to minimise wastage of resources through the den...

Jun 16 2016 27573306
Supporting Regularized Logistic Regression Privately and Efficiently.

As one of the most popular statistical and machine learning models, logistic regression with regularization has found wide adoption in biomedicine, so...

Jun 6 2016 27271738
A MULTICENTER, LONGITUDINAL, INTERVENTIONAL, DOUBLE BLIND RANDOMIZED CLINICAL TRIAL IN HEMATOPOIETIC CELL TRANSPLANT RECIPIENTS RESIDING IN REMOTE AREAS: LESSONS LEARNED FROM THE LATE CYTOMEGALOVIRUS PREVENTION TRIAL.

PURPOSE: The logistics of conducting double-blinded phase III clinical trials with participants residing in remote locations are complex. Here we desc...

May 5 2016 28184381
THE EVALUATION OF DOMESTIC DUCKS AS POTENTIAL RESERVOIR OF AVIAN INFLUENZA VIRUS IN POST HPAI H5N1 OUTBREAK AREA, SUNYANI MUNICIPALITY, BRONG AHAFO REGION OF GHANA.

BACKGROUND: Avian influenza (AI) is an important zoonotic disease responsible for significant losses in most sub-Saharan countries. However, the role ...

May 1 2016 28480449
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, classifying patient data as pathological or normal ...

Apr 28 2016 27156053
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