Article

Recent chemometrics advances for foodomics

TrAC Trends in Analytical Chemistry, Elsevier, ISSN 0165-9936

Volume 96, 2017

DOI:10.1016/j.trac.2017.08.011, Dimensions: pub.1091325225,

Authors

Skov, Thomas * (1)

* Corresponding author

Affiliations

Organisations

  1. (1) University of Copenhagen, grid.5254.6, KU
  2. (2) Sapienza University of Rome, grid.7841.a
  3. (3) Copenhagen Prospective Studies on Asthma in Childhood, Faculty of Health and Medical Sciences, University of Copenhagen & Danish Pediatric Asthma Center, Gentofte Hospital, University of Copenhagen, Denmark

Countries

Denmark

Italy

Continents

Europe

Description

Foodomics is a newly developed discipline that has become more and more important in the last years where focus on food and the understanding of food systems has increased significantly. In this review, the flow of a typical foodomics study will be followed with a focus on the core components, where chemometric expertise is more deeply involved. These are: how to acquire sound data, how to exploit an experimental design, how to use classification in a proper way, how to look at more analytical platforms at the same time and, not the least, how to understand the limitations when interpreting the developed models. For each of these phases, the most common data issues will be highlighted and some of the most recent chemometric methods that are able to help solving them, will be presented.

Research Categories

Main Subject Area

Fields of Research

Links & Metrics

NORA University Profiles

University of Copenhagen

Danish Open Access Indicator

2017: Blocked

Research area: Science & Technology

Danish Bibliometrics Indicator

2017: Level 2

Research area: Science & Technology

Dimensions Citation Indicators

Times Cited: 29

Field Citation Ratio (FCR): 6.19