Multivariate analysis of tissues Raman spectra using regression methods
This work is devoted to the study of intact and tumor kidney tissues spectral properties. 532 nm, 785 nm, and 1064 nm lasers were used to stimulate Raman spectra and autofluorescence. Visually and morphologically unchanged tissues of human kidneys as well as tumor tissue were examined. Raman spectra...
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| Published in | Journal of physics. Conference series Vol. 1368; no. 2; pp. 22042 - 22046 |
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| Main Authors | , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Bristol
IOP Publishing
01.11.2019
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1742-6588 1742-6596 |
| DOI | 10.1088/1742-6596/1368/2/022042 |
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| Abstract | This work is devoted to the study of intact and tumor kidney tissues spectral properties. 532 nm, 785 nm, and 1064 nm lasers were used to stimulate Raman spectra and autofluorescence. Visually and morphologically unchanged tissues of human kidneys as well as tumor tissue were examined. Raman spectra have specific spectral markers for each tested subject. The analysis of the spectral characteristics was carried out with using projection on latent structures method to highlight the spectral features between the tissues. |
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| AbstractList | This work is devoted to the study of intact and tumor kidney tissues spectral properties. 532 nm, 785 nm, and 1064 nm lasers were used to stimulate Raman spectra and autofluorescence. Visually and morphologically unchanged tissues of human kidneys as well as tumor tissue were examined. Raman spectra have specific spectral markers for each tested subject. The analysis of the spectral characteristics was carried out with using projection on latent structures method to highlight the spectral features between the tissues. |
| Author | Lykina, A A Avraamova, S T Bratchenko, I A Kukushkin, V I Artemyev, D N Aleksandrov, N S |
| Author_xml | – sequence: 1 givenname: A A surname: Lykina fullname: Lykina, A A email: zuum63@mail.ru organization: Samara National Research University , , Russia – sequence: 2 givenname: D N surname: Artemyev fullname: Artemyev, D N organization: Samara National Research University , , Russia – sequence: 3 givenname: V I surname: Kukushkin fullname: Kukushkin, V I organization: Image Processing Systems Institute of RAS - Branch of the FSRC "Crystallography and Photonics" RAS , , Russia – sequence: 4 givenname: I A surname: Bratchenko fullname: Bratchenko, I A organization: Samara National Research University , , Russia – sequence: 5 givenname: S T surname: Avraamova fullname: Avraamova, S T organization: Sechenov University , , Russia – sequence: 6 givenname: N S surname: Aleksandrov fullname: Aleksandrov, N S organization: Sechenov University , , Russia |
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| Cites_doi | 10.1002/jrs.4460 10.1021/ac0700575 10.1366/13-07263 10.18287/2412-6179-2016-40-2-240-248 |
| ContentType | Journal Article |
| Copyright | Published under licence by IOP Publishing Ltd 2019. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
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| DOI | 10.1088/1742-6596/1368/2/022042 |
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| References | Kalasinsky (JPCS_1368_2_022042bib13) 2007; 79 Huang (JPCS_1368_2_022042bib2) 2011; 19 Stewart (JPCS_1368_2_022042bib5) 2014; 45 Bratchenko (JPCS_1368_2_022042bib6) 2016; 40 Esbensen (JPCS_1368_2_022042bib8) 2000 Humphrey (JPCS_1368_2_022042bib1) 2008 Huang (JPCS_1368_2_022042bib11) 2003; 23 Lorinz (JPCS_1368_2_022042bib4) 2004; 39 Lykina (JPCS_1368_2_022042bib7) 2017; 2 Mert (JPCS_1368_2_022042bib12) 2014; 68 Wold (JPCS_1368_2_022042bib9) 2001; 58 Liu (JPCS_1368_2_022042bib3) 2017; 8 Li (JPCS_1368_2_022042bib10) 2016; 6 |
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| SubjectTerms | Kidneys Multivariate analysis Physics Raman spectra Tumors |
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| Title | Multivariate analysis of tissues Raman spectra using regression methods |
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