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Current application of advancing spectroscopy techniques in food analysis: data handling with chemometric approaches
In today's era of increased food consumption, consumers have become more demanding in
terms of safety and the quality of products they consume. As a result, food authorities are …
terms of safety and the quality of products they consume. As a result, food authorities are …
Partial least squares-discriminant analysis (PLS-DA) for classification of high-dimensional (HD) data: a review of contemporary practice strategies and knowledge …
Partial least squares-discriminant analysis (PLS-DA) is a versatile algorithm that can be
used for predictive and descriptive modelling as well as for discriminative variable selection …
used for predictive and descriptive modelling as well as for discriminative variable selection …
[HTML][HTML] Disturbed Gut-Liver axis indicating oral exposure to polystyrene microplastic potentially increases the risk of insulin resistance
Human uptake abundance of microplastics via various pathways, and they accumulate in
human liver, kidney, gut and even placenta (especially with a diameter of 1 μm or less) …
human liver, kidney, gut and even placenta (especially with a diameter of 1 μm or less) …
Aroma effects of key volatile compounds in Keemun black tea at different grades: HS-SPME-GC-MS, sensory evaluation, and chemometrics
D Su, JJ He, YZ Zhou, YL Li, HJ Zhou - Food Chemistry, 2022 - Elsevier
The present study aimed to explore the relationship between the grade and the
characteristic aroma in Keemun black tea (KBT). Headspace solid-phase microextraction …
characteristic aroma in Keemun black tea (KBT). Headspace solid-phase microextraction …
Correlation and association analyses in microbiome study integrating multiomics in health and disease
Y **a - Progress in molecular biology and translational …, 2020 - Elsevier
Correlation and association analyses are one of the most widely used statistical methods in
research fields, including microbiome and integrative multiomics studies. Correlation and …
research fields, including microbiome and integrative multiomics studies. Correlation and …
[HTML][HTML] WHEY-The waste-stream that became more valuable than the food product
Background Whey is the largest volume co-product of the dairy industry and over the last two
centuries, a significant amount of research has been dedicated to uncover its chemical …
centuries, a significant amount of research has been dedicated to uncover its chemical …
A tutorial review: Metabolomics and partial least squares-discriminant analysis–a marriage of convenience or a shotgun wedding
The predominance of partial least squares-discriminant analysis (PLS-DA) used to analyze
metabolomics datasets (indeed, it is the most well-known tool to perform classification and …
metabolomics datasets (indeed, it is the most well-known tool to perform classification and …
Unraveling surface-enhanced Raman spectroscopy results through chemometrics and machine learning: principles, progress, and trends
Surface-enhanced Raman spectroscopy (SERS) has gained increasing attention because it
provides rich chemical information and high sensitivity, being applicable in many scientific …
provides rich chemical information and high sensitivity, being applicable in many scientific …
Analytical methods in untargeted metabolomics: state of the art in 2015
Metabolomics comprises the methods and techniques that are used to measure the small
molecule composition of biofluids and tissues, and is actually one of the most rapidly …
molecule composition of biofluids and tissues, and is actually one of the most rapidly …
Multivariate analysis in metabolomics
Metabolomics aims to provide a global snapshot of all small-molecule metabolites in cells
and biological fluids, free of observational biases inherent to more focused studies of …
and biological fluids, free of observational biases inherent to more focused studies of …