Mid-infrared spectral classification of endometrial cancer compared to benign controls in serum or plasma samples
David Mabwa, Ketankumar Gajjar, David Furniss, Roberta Schiemer, Richard Crane, Christopher J. Fallaize, Pierre L. Martin‐Hirsch, Francis Martin, Theordore Kypraios, Angela B. Seddon, Sendy Phang
Abstract
The process for developing an accurate and reliable classification model based on the previously pre-processed data. The performance of each classification model is assessed using the Matthew's Correlation Coefficient as a metric.
Topics & Concepts
Endometrial cancerInfraredCorrelation coefficientInfrared SpectrophotometryMetric (unit)Pattern recognition (psychology)Gynecologic cancerCancerArtificial intelligenceChemistryInternal medicineMathematicsStatisticsOvarian cancerComputer scienceMedicineChromatographyPhysicsEngineeringOpticsOperations managementSpectroscopy Techniques in Biomedical and Chemical ResearchSpectroscopy and Chemometric AnalysesThermography and Photoacoustic Techniques