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      Morpho-molecular signal correlation between optical coherence tomography and Raman spectroscopy for superior image interpretation and clinical diagnosis

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          Abstract

          The combination of manifold optical imaging modalities resulting in multimodal optical systems allows to discover a larger number of biomarkers than using a single modality. The goal of multimodal imaging systems is to increase the diagnostic performance through the combination of complementary modalities, e.g. optical coherence tomography (OCT) and Raman spectroscopy (RS). The physical signal origins of OCT and RS are distinctly different, i.e. in OCT it is elastic back scattering of photons, due to a change in refractive index, while in RS it is the inelastic scattering between photons and molecules. Despite those diverse characteristics both modalities are also linked via scattering properties and molecular composition of tissue. Here, we investigate for the first time the relation of co-registered OCT and RS signals of human bladder tissue, to demonstrate that the signals of these complementary modalities are inherently intertwined, enabling a direct but more importantly improved interpretation and better understanding of the other modality. This work demonstrates that the benefit for using two complementary imaging approaches is, not only the increased diagnostic value, but the increased information and better understanding of the signal origins of both modalities. This evaluation confirms the advantages for using multimodal imaging systems and also paves the way for significant further improved understanding and clinically interpretation of both modalities in the future.

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          Optical properties of biological tissues: a review.

          A review of reported tissue optical properties summarizes the wavelength-dependent behavior of scattering and absorption. Formulae are presented for generating the optical properties of a generic tissue with variable amounts of absorbing chromophores (blood, water, melanin, fat, yellow pigments) and a variable balance between small-scale scatterers and large-scale scatterers in the ultrastructures of cells and tissues.
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            An FFT-based technique for translation, rotation, and scale-invariant image registration.

            This correspondence discusses an extension of the well-known phase correlation technique to cover translation, rotation, and scaling. Fourier scaling properties and Fourier rotational properties are used to find scale and rotational movement. The phase correlation technique determines the translational movement. This method shows excellent robustness against random noise.
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              A Perfect Smoother

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                Author and article information

                Contributors
                iwan.schie@leibniz-ipht.de
                Journal
                Sci Rep
                Sci Rep
                Scientific Reports
                Nature Publishing Group UK (London )
                2045-2322
                11 May 2021
                11 May 2021
                2021
                : 11
                : 9951
                Affiliations
                [1 ]GRID grid.418907.3, ISNI 0000 0004 0563 7158, Leibniz Institute of Photonic Technology (Leibniz-IPHT), ; Albert-Einstein-Straße 9, Jena, 07745 Germany
                [2 ]GRID grid.413047.5, ISNI 0000 0001 0658 7859, Department of Medical Engineering and Biotechnology, , University of Applied Sciences-Jena, ; Carl-Zeiss-Promenade 2, 07745 Jena, Germany
                [3 ]GRID grid.22937.3d, ISNI 0000 0000 9259 8492, Center for Medical Physics and Biomedical Engineering, , Medical University of Vienna, ; Waehringer Guertel 18-20 / 4L, 1090 Vienna, Austria
                [4 ]GRID grid.5254.6, ISNI 0000 0001 0674 042X, Department of Urology, , Copenhagen University, Herlev/Gentofte Hospital, ; Borgmester Ib Juuls Vej 23A, 2730 Herlev/Copenhagen, Denmark
                [5 ]GRID grid.5254.6, ISNI 0000 0001 0674 042X, Department of Pathology, , Copenhagen University, Herlev/Gentofte Hospital, ; Borgmester Ib Juuls Vej 23A, 2730 Herlev/Copenhagen, Denmark
                [6 ]GRID grid.9613.d, ISNI 0000 0001 1939 2794, Institute of Physical Chemistry, , Friedrich Schiller University Jena, ; Helmholtzweg 4, 07743 Jena, Germany
                Article
                89188
                10.1038/s41598-021-89188-2
                8113482
                33976274
                04690530-89b8-4d94-b27e-899dfd69d3d5
                © The Author(s) 2021

                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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/.

                History
                : 12 March 2021
                : 16 April 2021
                Funding
                Funded by: FundRef http://dx.doi.org/10.13039/100010661, Horizon 2020 Framework Programme;
                Award ID: 667933
                Funded by: Marie Skłodowska-Curie
                Award ID: 721766
                Funded by: FundRef http://dx.doi.org/10.13039/501100007148, Bundesministerium für Wissenschaft und Forschung;
                Award ID: 01KL1904
                Award Recipient :
                Categories
                Article
                Custom metadata
                © The Author(s) 2021

                Uncategorized
                biophotonics,diagnostic markers
                Uncategorized
                biophotonics, diagnostic markers

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