Implementation of quality controls is essential to prevent batch effects in breathomics data and allow for cross-study comparisons

Georgios Stavropoulos, Daisy M. A. E. Jonkers, Zlatan Mujagic, Ger H. Koek, Ad A. M. Masclee, Marieke J. Pierik, Jan W. Dallinga, Frederik-Jan Van Schooten, Agnieszka Smolinska*

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Web of Science)
Original languageEnglish
Article number026012
Number of pages12
JournalJournal of Breath Research
Volume14
Issue number2
DOIs
Publication statusPublished - Apr 2020

Keywords

  • exhaled breath
  • volatile organic compounds
  • VOCs
  • data analysis
  • batch effects
  • IBD
  • IBS
  • liver cirrhosis
  • VOLATILE ORGANIC-COMPOUNDS
  • IRRITABLE-BOWEL-SYNDROME
  • PARTIAL LEAST-SQUARES
  • GENE-EXPRESSION
  • MICROARRAY DATA
  • CLASSIFICATION
  • PERFORMANCE
  • PREDICTION
  • DIAGNOSIS
  • DISEASE

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