AIMC Topic: Population Surveillance

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Visualization of Cancer and Cardiovascular Disease Co-Occurrence With Network Methods.

JCO clinical cancer informatics Nov 1, 2017
PURPOSE: Cancer and cardiovascular disease (CVD) are common causes of morbidity and mortality, and measurement and interpretation of their co-occurrence rate have important implications for public health and patient care. Here, we present the raw and...
Humans Neural Networks, Computer Female Risk Factors Aged Adult Male Cardiovascular Diseases Middle Aged Risk Assessment Neoplasms Comorbidity Population Surveillance United Kingdom Odds Ratio Life Style
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Arden Syntax MLM Building Blocks for Microbiological Concepts and Their Application in Infection Surveillance.

Studies in health technology and informatics Jan 1, 2017
BACKGROUND: The diagnosis - and hence definitions - of healthcare-associated infections (HAIs) rely on microbiological laboratory test results in specific constellations.
Humans Software Retrospective Studies Population Surveillance Knowledge Bases Cross Infection
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Using EHRs and Machine Learning for Heart Failure Survival Analysis.

Studies in health technology and informatics Jan 1, 2015
"Heart failure (HF) is a frequent health problem with high morbidity and mortality, increasing prevalence and escalating healthcare costs" [1]. By calculating a HF survival risk score based on patient-specific characteristics from Electronic Health R...
Humans Machine Learning Electronic Health Records Female Risk Factors Aged Male Prevalence Population Surveillance Natural Language Processing Heart Failure Data Mining Survival Analysis Pattern Recognition, Automated Minnesota Death, Sudden, Cardiac
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Exploring brand-name drug mentions on Twitter for pharmacovigilance.

Studies in health technology and informatics Jan 1, 2015
Twitter has been proposed by several studies as a means to track public health trends such as influenza and Ebola outbreaks by analyzing user messages in order to measure different population features and interests. In this work we analyze the number...
Population Surveillance Social Media Natural Language Processing Data Mining Pharmacovigilance Pattern Recognition, Automated Terminology as Topic Vocabulary, Controlled Adverse Drug Reaction Reporting Systems Prescription Drugs
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