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Optimised spectral pre-processing for discrimination of biofluids via ATR-FTIR spectroscopy
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Infrared Spectroscopy: Fundamentals and Applications
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Effects of pre‐processing of Raman spectra on in vivo classification of nutrient status of microalgal cells
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It's in your blood: spectral biomarker candidates for urinary bladder cancer from automated FTIR spectroscopy
inferredcites →https://doi.org/10.1002/jbio.201300167openalex-snapshot
Assessing the challenges of Fourier transform infrared spectroscopic analysis of blood serum
inferredcites →https://doi.org/10.1002/jbio.201400018openalex-snapshot
Vibrational spectroscopy of biofluids for disease screening or diagnosis: translation from the laboratory to a clinical setting
inferredcites →https://doi.org/10.1007/s00216-006-0851-1openalex-snapshot
Fourier transform infrared (FT-IR) spectroscopy in bacteriology: towards a reference method for bacteria discrimination
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Multivariate feature selection and hierarchical classification for infrared spectroscopy: serum-based detection of bovine spongiform encephalopathy
inferredcites →https://doi.org/10.1007/s00216-008-1989-9openalex-snapshot
Application of multivariate data-analysis techniques to biomedical diagnostics based on mid-infrared spectroscopy
inferredcites →https://doi.org/10.1007/s00216-011-5402-8openalex-snapshot
Noninvasive assessment of hepatic fibrosis in patients with chronic hepatitis C using serum Fourier transform infrared spectroscopy
inferredcites →https://doi.org/10.1007/s11060-016-2060-xopenalex-snapshot
Brain tumour differentiation: rapid stratified serum diagnostics via attenuated total reflection Fourier-transform infrared spectroscopy
inferredcites →https://doi.org/10.1016/j.aca.2011.06.043openalex-snapshot
How to pre-process Raman spectra for reliable and stable models?
inferredcites →https://doi.org/10.1016/j.chemolab.2012.03.004openalex-snapshot
Extended multiplicative signal correction in vibrational spectroscopy, a tutorial
inferredcites →https://doi.org/10.1016/j.chemolab.2012.03.011openalex-snapshot
Spectral pre-processing for biomedical vibrational spectroscopy and microspectroscopic imaging
inferredcites →https://doi.org/10.1016/j.chemolab.2017.02.008openalex-snapshot
A contemporary review on Data Preprocessing (DP) practice strategy in ATR-FTIR spectrum
inferredcites →https://doi.org/10.1016/j.chemolab.2017.10.024openalex-snapshot
PRFFECT: A versatile tool for spectroscopists
inferredcites →https://doi.org/10.1016/j.foodchem.2013.10.020openalex-snapshot
Simultaneous data pre-processing and SVM classification model selection based on a parallel genetic algorithm applied to spectroscopic data of olive oils
inferredcites →https://doi.org/10.1016/j.trac.2009.07.007openalex-snapshot
Review of the most common pre-processing techniques for near-infrared spectra
inferredcites →https://doi.org/10.1016/j.trac.2013.04.015openalex-snapshot
Breaking with trends in pre-processing?
inferredcites →https://doi.org/10.1016/s0039-9140(98)00126-xopenalex-snapshot
Closure of analytical chemical data and multivariate classification
inferredcites →https://doi.org/10.1016/s0169-7439(01)00130-7openalex-snapshot
Fast principal component analysis of large data sets
inferredcites →https://doi.org/10.1021/acs.analchem.5b02832openalex-snapshot
Simple and Effective Way for Data Preprocessing Selection Based on Design of Experiments
inferredcites →https://doi.org/10.1038/nprot.2010.133openalex-snapshot
Distinguishing cell types or populations based on the computational analysis of their infrared spectra
inferredcites →https://doi.org/10.1038/nprot.2014.110openalex-snapshot
Using Fourier transform IR spectroscopy to analyze biological materials
inferredcites →https://doi.org/10.1038/nprot.2016.036openalex-snapshot
Using Raman spectroscopy to characterize biological materials
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Wavelet Denoising of Infrared Spectra
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Combination of FTIRspectral imaging and chemometrics for tumour detection from paraffin-embedded biopsies
inferredcites →https://doi.org/10.1039/b904808aopenalex-snapshot
Resonant Mie scattering in infrared spectroscopy of biological materials – understanding the ‘dispersion artefact’
inferredcites →https://doi.org/10.1039/c2an16088aopenalex-snapshot
FTIR microscopy of biological cells and tissue: data analysis using resonant Mie scattering (RMieS) EMSC algorithm
inferredcites →https://doi.org/10.1039/c2an16300dopenalex-snapshot
Extracting biological information with computational analysis of Fourier-transform infrared (FTIR) biospectroscopy datasets: current practices to future perspectives
inferredcites →https://doi.org/10.1039/c3an00337jopenalex-snapshot
FTIR spectroscopy of biofluids revisited: an automated approach to spectral biomarker identification
inferredcites →https://doi.org/10.1039/c3an36654eopenalex-snapshot
Fourier-transform infrared spectroscopy coupled with a classification machine for the analysis of blood plasma or serum: a novel diagnostic approach for ovarian cancer
inferredcites →https://doi.org/10.1039/c3ay42270dopenalex-snapshot
Pre-processing in vibrational spectroscopy – when, why and how
inferredcites →https://doi.org/10.1039/c5an00939aopenalex-snapshot
ATR-FTIR spectroscopy coupled with chemometric analysis discriminates normal, borderline and malignant ovarian tissue: classifying subtypes of human cancer
inferredcites →https://doi.org/10.1039/c5an02452hopenalex-snapshot
Combining random forest and 2D correlation analysis to identify serum spectral signatures for neuro-oncology
inferredcites →https://doi.org/10.1039/c5ay00377fopenalex-snapshot
Application of vibrational spectroscopy techniques to non-destructively monitor plant health and development
inferredcites →https://doi.org/10.1039/c5cs00440copenalex-snapshot
Spectral pre and post processing for infrared and Raman spectroscopy of biological tissues and cells
inferredcites →https://doi.org/10.1039/c5cs00585jopenalex-snapshot
Developing and understanding biofluid vibrational spectroscopy: a critical review
inferredcites →https://doi.org/10.1039/c6an01888bopenalex-snapshot
Ultra-filtration of human serum for improved quantitative analysis of low molecular weight biomarkers using ATR-IR spectroscopy
inferredcites →https://doi.org/10.1039/c6fd90014copenalex-snapshot
Biofluids and other techniques: general discussion
inferredcites →https://doi.org/10.1039/c7an01871aopenalex-snapshot
Clinical applications of infrared and Raman spectroscopy: state of play and future challenges
inferredcites →https://doi.org/10.1073/pnas.1701517114openalex-snapshot
Differential diagnosis of Alzheimer’s disease using spectrochemical analysis of blood
inferredcites →https://doi.org/10.1080/05704920701829043openalex-snapshot
Fourier Transform Infrared (FTIR) Spectroscopy of Biological Tissues
inferredcites →https://doi.org/10.1093/bioinformatics/bti102openalex-snapshot
Genetic algorithm optimization for pre-processing and variable selection of spectroscopic data
inferredcites →https://doi.org/10.1136/bmjopen-2017-017593openalex-snapshot
Health economic evaluation of a serum-based blood test for brain tumour diagnosis: exploration of two clinical scenarios
inferredcites →https://doi.org/10.1366/000370203322554518openalex-snapshot
Automated Method for Subtraction of Fluorescence from Biological Raman Spectra
inferredcites →https://doi.org/10.1529/biophysj.104.057950openalex-snapshot
Mie-Type Scattering and Non-Beer-Lambert Absorption Behavior of Human Cells in Infrared Microspectroscopy
inferredcites →https://doi.org/10.3233/978-1-60750-045-2-312openalex-snapshot
FTIR Spectroscopy of Cells, Tissues and Body Fluids
inferredcites →https://doi.org/10.3233/cbm-2006-23-405openalex-snapshot
Scale-based normalization of spectral data
inferredcites →https://doi.org/10.5860/choice.41-5317openalex-snapshot
IR and Raman spectroscopy: fundamental processing
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Incoming claims: where this work appears in other papers’ reference lists and arguments.
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ATR-FTIR spectroscopy as a reliable analytical tool in cancer research: Tracking glycosylation-induced protein and lipid alteration in extracellular vesicles
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Impact of the pretreatment of ATR-FTIR signals on the figures of merit when PLS is used
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