Literature DB >> 31793214

Extended multiplicative signal correction for FTIR spectral quality test and pre-processing of infrared imaging data.

Valeria Tafintseva1, Volha Shapaval1, Margarita Smirnova1,2, Achim Kohler1.   

Abstract

Spectral quality control is an important step in the analysis of infrared spectral data, however, often neglected in scientific literature. A frequently used quality test that was originally developed for infrared spectra of bacteria is provided by OPUS software from Bruker Optik GmbH. In this study, the OPUS quality test is applied to a large number of spectra of bacteria, yeasts and moulds and hyperspectral images of microorganisms. It is shown that the use of strict thresholds for parameters of the OPUS quality test leads to discarding too many spectra. A strategy for optimizing parameters thresholds of the OPUS quality test is provided and a novel approach for spectral quality testing based on extended multiplicative signal correction (EMSC) is suggested. For all the data sets considered in our study, the EMSC quality test is shown to be the best among different alternatives of OPUS quality test provided.
© 2019 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.

Entities:  

Keywords:  extended multiplicative signal correction; infrared spectroscopy; spectral quality test

Mesh:

Year:  2019        PMID: 31793214     DOI: 10.1002/jbio.201960112

Source DB:  PubMed          Journal:  J Biophotonics        ISSN: 1864-063X            Impact factor:   3.207


  8 in total

1.  Temperature- and Nutrients-Induced Phenotypic Changes of Antarctic Green Snow Bacteria Probed by High-Throughput FTIR Spectroscopy.

Authors:  Margarita Smirnova; Valeria Tafintseva; Achim Kohler; Uladzislau Miamin; Volha Shapaval
Journal:  Biology (Basel)       Date:  2022-06-09

2.  Oleaginous yeasts respond differently to carbon sources present in lignocellulose hydrolysate.

Authors:  Jule Brandenburg; Johanna Blomqvist; Volha Shapaval; Achim Kohler; Sabine Sampels; Mats Sandgren; Volkmar Passoth
Journal:  Biotechnol Biofuels       Date:  2021-05-29       Impact factor: 6.040

3.  Isolation and characterization of fast-growing green snow bacteria from coastal East Antarctica.

Authors:  Margarita Smirnova; Uladzislau Miamin; Achim Kohler; Leonid Valentovich; Artur Akhremchuk; Anastasiya Sidarenka; Andrey Dolgikh; Volha Shapaval
Journal:  Microbiologyopen       Date:  2020-12-29       Impact factor: 3.904

4.  Preprocessing Strategies for Sparse Infrared Spectroscopy: A Case Study on Cartilage Diagnostics.

Authors:  Valeria Tafintseva; Tiril Aurora Lintvedt; Johanne Heitmann Solheim; Boris Zimmermann; Hafeez Ur Rehman; Vesa Virtanen; Rubina Shaikh; Ervin Nippolainen; Isaac Afara; Simo Saarakkala; Lassi Rieppo; Patrick Krebs; Polina Fomina; Boris Mizaikoff; Achim Kohler
Journal:  Molecules       Date:  2022-01-27       Impact factor: 4.411

5.  Preclassification of Broadband and Sparse Infrared Data by Multiplicative Signal Correction Approach.

Authors:  Hafeez Ur Rehman; Valeria Tafintseva; Boris Zimmermann; Johanne Heitmann Solheim; Vesa Virtanen; Rubina Shaikh; Ervin Nippolainen; Isaac Afara; Simo Saarakkala; Lassi Rieppo; Patrick Krebs; Polina Fomina; Boris Mizaikoff; Achim Kohler
Journal:  Molecules       Date:  2022-04-01       Impact factor: 4.411

6.  Nondestructive Testing of Pear Based on Fourier Near-Infrared Spectroscopy.

Authors:  Zhaohui Lu; Ruitao Lu; Yu Chen; Kai Fu; Junxing Song; Linlin Xie; Rui Zhai; Zhigang Wang; Chengquan Yang; Lingfei Xu
Journal:  Foods       Date:  2022-04-08

7.  Assessment of Biotechnologically Important Filamentous Fungal Biomass by Fourier Transform Raman Spectroscopy.

Authors:  Simona Dzurendová; Volha Shapaval; Valeria Tafintseva; Achim Kohler; Dana Byrtusová; Martin Szotkowski; Ivana Márová; Boris Zimmermann
Journal:  Int J Mol Sci       Date:  2021-06-23       Impact factor: 5.923

8.  The Use of Constituent Spectra and Weighting in Extended Multiplicative Signal Correction in Infrared Spectroscopy.

Authors:  Johanne Heitmann Solheim; Boris Zimmermann; Valeria Tafintseva; Simona Dzurendová; Volha Shapaval; Achim Kohler
Journal:  Molecules       Date:  2022-03-15       Impact factor: 4.411

  8 in total

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