Comparison of Dual Beam Dispersive and FTNIR Spectroscopy for Lactate Detection.
Nystha BaishyaMohammad MamoueiKarthik BudidhaMeha QassemPankaj VadgamaPanayiotis A KyriacouPublished in: Sensors (Basel, Switzerland) (2021)
Near Infrared (800-2500 nm) spectroscopy has been extensively used in biomedical applications, as it offers rapid, in vivo, bed-side monitoring of important haemodynamic parameters, which is especially important in critical care settings. However, the choice of NIR spectrometer needs to be investigated for biomedical applications, as both the dual beam dispersive spectrophotomer and the FTNIR spectrometer have their own advantages and disadvantages. In this study, predictive analysis of lactate concentrations in whole blood were undertaken using multivariate techniques on spectra obtained from the two spectrometer types simultaneously and results were compared. Results showed significant improvement in predicting analyte concentration when analysis was performed on full range spectral data. This is in comparison to analysis of limited spectral regions or lactate signature peaks, which yielded poorer prediction models. Furthermore, for the same region, FTNIR showed 10% better predictive capability than the dual beam dispersive NIR spectrometer.
Keyphrases
- high resolution
- solid phase extraction
- ionic liquid
- gas chromatography mass spectrometry
- photodynamic therapy
- gas chromatography
- optical coherence tomography
- tandem mass spectrometry
- mass spectrometry
- loop mediated isothermal amplification
- single molecule
- monte carlo
- multidrug resistant
- high speed
- fluorescence imaging
- fluorescent probe
- electron microscopy
- data analysis
- big data
- simultaneous determination
- solid state
- artificial intelligence
- magnetic resonance imaging
- computed tomography
- real time pcr
- magnetic resonance
- sensitive detection
- quantum dots