On Selecting Robust Approaches for Learning Predictive Biomarkers in Metabolomics Data Sets.
Sign Up to like & getrecommendations! Published in 2025 at "Analytical chemistry"
DOI: 10.1021/acs.analchem.5c01049
Abstract: Metabolomics, the study of small molecules within biological systems, offers insights into metabolic processes and, consequently, holds great promise for advancing health outcomes. Biomarker discovery in metabolomics represents a significant challenge, notably due to the… read more here.
Keywords: data sets; machine learning; robust approaches; approaches learning ... See more keywords
Robust approaches for model-free small-angle scattering data analysis
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Applied Crystallography"
DOI: 10.1107/s1600576722004356
Abstract: Three different approaches are compared for determination of the correlation function from the small-angle neutron scattering data of a powder sample of iron oxide nanoparticles. read more here.
Keywords: scattering data; approaches model; robust approaches; small angle ... See more keywords