نتایج جستجو برای: traditional cardiovascular biomarkers

تعداد نتایج: 583640  

Journal: :Progress in Cardiovascular Diseases 2012

Journal: :Circulation research 2017
Bharath Ambale-Venkatesh Xiaoying Yang Colin O Wu Kiang Liu W Gregory Hundley Robyn McClelland Antoinette S Gomes Aaron R Folsom Steven Shea Eliseo Guallar David A Bluemke João A C Lima

RATIONALE Machine learning may be useful to characterize cardiovascular risk, predict outcomes, and identify biomarkers in population studies. OBJECTIVE To test the ability of random survival forests, a machine learning technique, to predict 6 cardiovascular outcomes in comparison to standard cardiovascular risk scores. METHODS AND RESULTS We included participants from the MESA (Multi-Ethni...

Journal: :Rossiyskiy Vestnik Perinatologii i Pediatrii (Russian Bulletin of Perinatology and Pediatrics) 2019

Journal: :Journal of the American College of Cardiology 2015

Journal: :Expert Review of Cardiovascular Therapy 2008

Journal: :Journal of applied physiology 2015
M Resl G Vila G Grimm B Heinisch M Riedl B Dieplinger T Mueller A Luger M Clodi

Cardiovascular biomarkers provide independent prognostic information in the assessment of mortality and cardiovascular complications. However, little is known about possible interactions between these biomarkers. In the present study, we evaluated the influence of B-type natriuretic peptide (BNP) on midregional-proadrenomedullin (MR-proADM), C-terminal-proendothelin-1 (CT-proET-1), growth diffe...

2014
Martin G Rains Charles A Laney Alison L Bailey Charles L Campbell

In the broadest context, biological markers, or biomarkers, are molecules that characterize a biological system or process. In the setting of cardiovascular disease, a number of biomarkers have become an integral part of diagnostic and risk stratification strategies. In this review, we will discuss classic and emerging biomarkers of cardiovascular disease and the role of these biomarkers in the...

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