Human blood lipoprotein predictions from 1H NMR spectra: protocol, model performances and cage of covariance
Bekzod Khakimov, Huub C. J. Hoefsloot, Nabiollah Mobaraki, Violetta Aru, Mette Kristensen, Mads Vendelbo Lind, Lars Holm, Josué Leonardo Castro-Mejía, Dennis Sandris Nielsen, Doris M. Jacobs, Age K. Smilde, Søren Balling Engelsen
The paper develops partial least squares regression models to predict human blood lipoprotein subfractions from 1H NMR spectra, achieving high accuracy in independent cohorts.
Analytical Chemistry · Dec 22, 2021Peer-reviewedSystems Biology