Prediction for cardiovascular diseases based on laboratory data: An analysis of random forest model
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Clinical Laboratory Analysis"
DOI: 10.1002/jcla.23421
Abstract: To establish a prediction model for cardiovascular diseases (CVD) in the general population based on random forests. read more here.
Keywords: analysis; prediction cardiovascular; cardiovascular diseases; model ... See more keywords
B-type natriuretic peptides for the prediction of cardiovascular events and mortality in patients living with HIV: Results from the HIV-HEART study.
Sign Up to like & getrecommendations! Published in 2019 at "International journal of cardiology"
DOI: 10.1016/j.ijcard.2019.01.066
Abstract: AIMS B-type natriuretic peptide (BNP) has been suggested to improve risk prediction of cardiovascular (CV) events and mortality. We aimed to evaluate the value of BNP to predict the composite primary endpoint of CV events… read more here.
Keywords: prediction cardiovascular; bnp; type natriuretic; cardiovascular events ... See more keywords
Refining Long-Term Prediction of Cardiovascular Risk in Diabetes – The VILDIA Score
Sign Up to like & getrecommendations! Published in 2017 at "Scientific Reports"
DOI: 10.1038/s41598-017-04935-8
Abstract: Cardiovascular risk assessment in patients with diabetes relies on traditional risk factors. However, numerous novel biomarkers have been found to be independent predictors of cardiovascular disease, which might significantly improve risk prediction in diabetic patients.… read more here.
Keywords: risk; long term; prediction cardiovascular; cardiovascular risk ... See more keywords
An Integrated Machine Learning Framework for Effective Prediction of Cardiovascular Diseases
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2021.3098688
Abstract: Cardiovascular diseases are considered as the most life-threatening syndromes with the highest mortality rate globally. Over a period of time, they have become very common and are now overstretching the healthcare systems of countries. The… read more here.
Keywords: effective prediction; cardiovascular diseases; machine learning; cardiovascular ... See more keywords