(Q38013035)

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Extracting biological information with computational analysis of Fourier-transform infrared (FTIR) biospectroscopy datasets: current practices to future perspectives.

scientific article published on 25 May 2012

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scholarly article

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2 February 2020

Extracting biological information with computational analysis of Fourier-transform infrared (FTIR) biospectroscopy datasets: current practices to future perspectives (English)

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2 February 2020

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Plamen Parvanov Angelov

2

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author name string

Júlio Trevisan

1

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Paul L Carmichael

3

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Andrew D Scott

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Francis L Martin

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publication date

25 May 2012

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2 February 2020

137

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2 February 2020

3202-3215

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2 February 2020

Robust classification of low-grade cervical cytology following analysis with ATR-FTIR spectroscopy and subsequent application of self-learning classifier eClass

1 reference

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Discrimination of a transformation phenotype in Syrian golden hamster embryo (SHE) cells using ATR-FTIR spectroscopy

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Binary mixture effects by PBDE congeners (47, 153, 183, or 209) and PCB congeners (126 or 153) in MCF-7 cells: biochemical alterations assessed by IR spectroscopy and multivariate analysis

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Reliable and rapid identification of Listeria monocytogenes and Listeria species by artificial neural network-based Fourier transform infrared spectroscopy

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FTIR spectral signatures of mouse antral oocytes: molecular markers of oocyte maturation and developmental competence.

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Monitoring the reversible B to A-like transition of DNA in eukaryotic cells using Fourier transform infrared spectroscopy.

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Evidence for a stem-cell lineage in corneal squamous cell carcinoma using synchrotron-based Fourier-transform infrared microspectroscopy and multivariate analysis.

1 reference

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21 January 2018

Tracking the cell hierarchy in the human intestine using biochemical signatures derived by mid-infrared microspectroscopy.

1 reference

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21 January 2018

Biospectroscopy to metabolically profile biomolecular structure: a multistage approach linking computational analysis with biomarkers

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21 January 2018

A machine learning perspective on the development of clinical decision support systems utilizing mass spectra of blood samples

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21 January 2018

IR microspectroscopy: potential applications in cervical cancer screening

1 reference

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21 January 2018

A decade of vibrational micro-spectroscopy of human cells and tissue (1994-2004).

1 reference

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21 January 2018

High-resolution Fourier-transform infrared chemical imaging with multiple synchrotron beams

1 reference

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21 January 2018

Creating robust, reliable, clinically relevant classifiers from spectroscopic data

1 reference

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21 January 2018

Statistical pattern recognition: a review

1 reference

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21 January 2018

Application of multivariate data-analysis techniques to biomedical diagnostics based on mid-infrared spectroscopy

1 reference

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21 January 2018

Stacked generalization

1 reference

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21 January 2018

From magnetic resonance spectroscopy to classification of tumors. A review of pattern recognition methods.

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21 January 2018

Assessing and improving the stability of chemometric models in small sample size situations.

1 reference

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21 January 2018

Genetic algorithm optimization for pre-processing and variable selection of spectroscopic data

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Method for automated background subtraction from Raman spectra containing known contaminants.

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21 January 2018

RMieS-EMSC correction for infrared spectra of biological cells: extension using full Mie theory and GPU computing.

1 reference

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Resonant Mie scattering (RMieS) correction applied to FTIR images of biological tissue samples.

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Class prediction and discovery using gene microarray and proteomics mass spectroscopy data: curses, caveats, cautions

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Identifying variables responsible for clustering in discriminant analysis of data from infrared microspectroscopy of a biological sample

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Identifiers

10.1039/C2AN16300D

1 reference

Europe PubMed Central

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:22627698%20AND%20SRC:MED&resulttype=core&format=json

2 February 2020

1 reference

Europe PubMed Central

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:22627698%20AND%20SRC:MED&resulttype=core&format=json

2 February 2020

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