Dataset and Data analysis for "Infrared based saliva screening test for COVID-19"

Research datakeyboard_double_arrow_right Dataset 14 May 2021 English Publisher:ZenodoFunded by:NHMRC | Unconventional T cells in..., EC | Spectro-Metrics, ARC | ARC Centres of Excellence...

Authors: Wood, Bayden R.; Kochan, Kamila; Bedolla, Diana E.; Guaita, David Perez; Natalia Salazar-Quiroz4, Samantha Grimley; Baker, Matthew J.; Jitraporn Vongsvivut; +15 Authors

doi: 10.5281/zenodo.4156647 , 10.5281/zenodo.4156646

Dataset and Data analysis for "Infrared based saliva screening test for COVID-19"

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Abstract

External Modelling 1 is the Quasar .ows model to process the Source data 1 to generate the PCA plot shown in Figure 4B and loadings plots in Figure 4C. External Modelling 2 is the MCDCV-PLS-DA Matlab model that can be used in combination with PLS-Tool Box to generate the Receiver Operating Curves (ROC) and the prediction model shown in Figures 4D and 4E, respectively. Source Data 1 is for the PCA modelling. Source Data 2 for the MCDCV-PLS-DA.

Related Organizations

University of Valencia
Spain

Keywords

COVID-19, Infrared, Spectroscopy, Matlab

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