Noise-free simulation of an FT-IR imaging hyperspectral dataset of pancreatic biopsy core bound by experiment

A noise-free hyperspectral FT-IR imaging dataset of a pancreatic tissue core was simulated based on experimental data that allows to test the performance of various data analysis and processing algorithms. A set of experimental noise levels was also added and used for denoising approaches comparison...

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Autores principales: Wrobel, Tomasz P., Koziol, Paulina, Raczkowska, Magda K., Liberda, Danuta, Paluszkiewicz, Czeslawa, Kwiatek, Wojciech M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Data Descriptor
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6820761/
https://www.ncbi.nlm.nih.gov/pubmed/31664041
http://dx.doi.org/10.1038/s41597-019-0260-x
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author Wrobel, Tomasz P.
Koziol, Paulina
Raczkowska, Magda K.
Liberda, Danuta
Paluszkiewicz, Czeslawa
Kwiatek, Wojciech M.
author_facet Wrobel, Tomasz P.
Koziol, Paulina
Raczkowska, Magda K.
Liberda, Danuta
Paluszkiewicz, Czeslawa
Kwiatek, Wojciech M.
author_sort Wrobel, Tomasz P.
collection PubMed
description A noise-free hyperspectral FT-IR imaging dataset of a pancreatic tissue core was simulated based on experimental data that allows to test the performance of various data analysis and processing algorithms. A set of experimental noise levels was also added and used for denoising approaches comparison, which due to the noise-free reference signal enables to truly observe signal distortion caused by different approaches.
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spelling pubmed-68207612019-11-07 Noise-free simulation of an FT-IR imaging hyperspectral dataset of pancreatic biopsy core bound by experiment Wrobel, Tomasz P. Koziol, Paulina Raczkowska, Magda K. Liberda, Danuta Paluszkiewicz, Czeslawa Kwiatek, Wojciech M. Sci Data Data Descriptor A noise-free hyperspectral FT-IR imaging dataset of a pancreatic tissue core was simulated based on experimental data that allows to test the performance of various data analysis and processing algorithms. A set of experimental noise levels was also added and used for denoising approaches comparison, which due to the noise-free reference signal enables to truly observe signal distortion caused by different approaches. Nature Publishing Group UK 2019-10-29 /pmc/articles/PMC6820761/ /pubmed/31664041 http://dx.doi.org/10.1038/s41597-019-0260-x Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver http://creativecommons.org/publicdomain/zero/1.0/ applies to the metadata files associated with this article.
spellingShingle Data Descriptor
Wrobel, Tomasz P.
Koziol, Paulina
Raczkowska, Magda K.
Liberda, Danuta
Paluszkiewicz, Czeslawa
Kwiatek, Wojciech M.
Noise-free simulation of an FT-IR imaging hyperspectral dataset of pancreatic biopsy core bound by experiment
title Noise-free simulation of an FT-IR imaging hyperspectral dataset of pancreatic biopsy core bound by experiment
title_full Noise-free simulation of an FT-IR imaging hyperspectral dataset of pancreatic biopsy core bound by experiment
title_fullStr Noise-free simulation of an FT-IR imaging hyperspectral dataset of pancreatic biopsy core bound by experiment
title_full_unstemmed Noise-free simulation of an FT-IR imaging hyperspectral dataset of pancreatic biopsy core bound by experiment
title_short Noise-free simulation of an FT-IR imaging hyperspectral dataset of pancreatic biopsy core bound by experiment
title_sort noise-free simulation of an ft-ir imaging hyperspectral dataset of pancreatic biopsy core bound by experiment
topic Data Descriptor
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6820761/
https://www.ncbi.nlm.nih.gov/pubmed/31664041
http://dx.doi.org/10.1038/s41597-019-0260-x
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