Sparse statistical health monitoring: A novel variable selection approach to diagnosis and follow-up of individual patients

J. Engel*, L. Blanchet, U. F. H. Engelke, R. A. Wevers, L. M. C. Buydens

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Original languageEnglish
Pages (from-to)83-93
Number of pages11
JournalChemometrics and Intelligent Laboratory Systems
Volume164
DOIs
Publication statusPublished - 15 May 2017
Event16th Chemometrics in Analytical Chemistry Conference - World Trade Center, Barcelona, Spain
Duration: 6 Jun 201610 Jun 2016

Keywords

  • Sparse Mahalanobis distance
  • Multivariate statistical process monitoring
  • Variable smearing
  • Metabolomics
  • Precision medicine
  • Human disease diagnosis
  • CLASS-MODELING TECHNIQUES
  • FAULT ISOLATION
  • METABOLOMICS
  • DISCRIMINANT
  • DISEASE
  • ROAD

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