Hospital-Based Medicine

Surveillance

Latest AI and machine learning research in surveillance for healthcare professionals.

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Determinants of In-Hospital Mortality After Percutaneous Coronary Intervention: A Machine Learning Approach.

Background The ability to accurately predict the occurrence of in-hospital death after percutaneous ...

Mar 2019 30834806
Real-time Epidemic Forecasting: Challenges and Opportunities.

Infectious disease outbreaks play an important role in global morbidity and mortality. Real-time epi...

Jan 2019 31433279
A Dual-Accelerometer System for Classifying Physical Activity in Children and Adults.

INTRODUCTION: Accurately monitoring 24-h movement behaviors is a vital step for progressing the time...

Dec 2018 30048411
Predicting reservoir hosts and arthropod vectors from evolutionary signatures in RNA virus genomes.

Identifying the animal origins of RNA viruses requires years of field and laboratory studies that st...

Nov 2018 30385576
pBRIT: gene prioritization by correlating functional and phenotypic annotations through integrative data fusion.

MOTIVATION: Computational gene prioritization can aid in disease gene identification. Here, we propo...

Jul 2018 29452392
Barriers to staff reporting adverse incidents in NHS hospitals.

Our study assessed barriers to reporting adverse incidents (AIs). Adverse incident reporting (AIR), ...

Jun 2018 31098545
Machine Learning for Healthcare: On the Verge of a Major Shift in Healthcare Epidemiology.

The increasing availability of electronic health data presents a major opportunity in healthcare for...

Jan 2018 29020316
Incidence and outcomes of neonatal acute kidney injury (AWAKEN): a multicentre, multinational, observational cohort study.

BACKGROUND: Single-center studies suggest that neonatal acute kidney injury (AKI) is associated with...

Nov 2017 29732396
Identifying personal health experience tweets with deep neural networks.

Twitter, as a social media platform, has become an increasingly useful data source for health survei...

Jul 2017 29060084
An artificial neural network prediction model of congenital heart disease based on risk factors: A hospital-based case-control study.

An artificial neural network (ANN) model was developed to predict the risks of congenital heart dise...

Feb 2017 28178169
Leveraging Event Reporting Through Knowledge Support: A Knowledge-Based Approach to Promoting Patient Fall Prevention.

Patient falls are a common safety event type that impairs the healthcare quality. Strategies includi...

Jan 2017 29295245
Automatically Identifying Topics of Consumer Health Questions in Chinese.

In health question answering (QA) system development, question topic identification is crucial to un...

Jan 2017 29295122
The prevalence of statistical reporting errors in psychology (1985-2013).

This study documents reporting errors in a sample of over 250,000 p-values reported in eight major p...

Dec 2016 26497820
Digital Pharmacovigilance and Disease Surveillance: Combining Traditional and Big-Data Systems for Better Public Health.

The digital revolution has contributed to very large data sets (ie, big data) relevant for public he...

Dec 2016 28830106
Natural Language Processing Technologies in Radiology Research and Clinical Applications.

The migration of imaging reports to electronic medical record systems holds great potential in terms...

Jan 2016 26761536
A Supervised Learning Process to Validate Online Disease Reports for Use in Predictive Models.

Pathogen distribution models that predict spatial variation in disease occurrence require data from ...

Dec 2015 26858916
A Longitudinal Support Vector Regression for Prediction of ALS Score.

Longitudinal studies play a key role in various fields, including epidemiology, clinical research, a...

Nov 2015 27042700
The drug prescription network: a system-level view of drug co-prescription in community-dwelling elderly people.

Networks are well suited to display and analyze complex systems that consist of numerous and interli...

Apr 2015 25531938
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