Machine learning predictive models of LDL-C in the population of eastern India and its comparison with directly measured and calculated LDL-C.

Anudeep P P Suchitra KumariAishvarya S RajasimmanSaurav NayakPooja Priyadarsini

Published in: Annals of clinical biochemistry (2021)

Machine learning models like XGBoost and random forests can be used to predict LDL-C with more accuracy comparing to conventional linear regression LDL-C formulas.

Keyphrases

machine learning
low density lipoprotein
artificial intelligence
big data
climate change
neural network
clinical evaluation