Feasibility study on exhaled-breath analysis by untargeted Selected-Ion Flow-Tube Mass Spectrometry in children with cystic fibrosis, asthma, and healthy controls: Comparison of data pretreatment and classification techniques
Karen Segers, Amorn Slosse, Johan Viaene, Michiel Bannier, Kim D. G. van de Kant, Edward Dompeling, Ann Van Eeckhaut, Joeri Vercammen, Yvan Vander Heyden
Topics & Concepts
Linear discriminant analysisBreath gas analysisChemistryPattern recognition (psychology)Partial least squares regressionChemometricsArtificial intelligenceContext (archaeology)StatisticsChromatographyMathematicsComputer sciencePaleontologyBiologyAdvanced Chemical Sensor TechnologiesAnalytical Chemistry and ChromatographyMetabolomics and Mass Spectrometry Studies