Blind source separation of molecular components of the human skin in vivo: non-negative matrix factorization of Raman microspectroscopy data-Reference-Cited by-同舟云学术

Blind source separation of molecular components of the human skin in vivo: non-negative matrix factorization of Raman microspectroscopy data

Published:2021 Issue:10 Volume:146 Page:3185-3196
ISSN:0003-2654
Container-title:The Analyst
language:en
Short-container-title:Analyst

Author:

Yakimov B. P.¹²³⁴⁵^ORCID,Venets A. V.¹²³⁴,Schleusener J.⁶⁷⁸⁹¹⁰^ORCID,Fadeev V. V.¹²³⁴,Lademann J.⁶⁷⁸⁹¹⁰,Shirshin E. A.¹²³⁴⁵,Darvin M. E.⁶⁷⁸⁹¹⁰

Affiliation:

1. M.V. Lomonosov Moscow State University

2. Faculty of physics

3. Moscow

4. Russia

5. Institute for Regenerative Medicine

6. Charité – Universitätsmedizin Berlin

7. corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin

8. Department of Dermatology

9. Venerology and Allergology

10. Center of Experimental and Applied Cutaneous Physiology

Abstract

The unsupervised non-negative matrix factorization disentangles the molecular components in the human skin in vivo from the Raman microspectroscopy data.

Funder

Russian Foundation for Basic Research

Russian Science Foundation

Publisher

Royal Society of Chemistry (RSC)

Subject

Electrochemistry,Spectroscopy,Environmental Chemistry,Biochemistry,Analytical Chemistry

Link

http://pubs.rsc.org/en/content/articlepdf/2021/AN/D0AN02480E

Reference52 articles.

1. The relationship between skin function, barrier properties, and body-dependent factors

2. Skin hydration: a review on its molecular mechanisms

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4. Moisturization and skin barrier function

5. In Vivo Confocal Raman Microspectroscopy of the Skin: Noninvasive Determination of Molecular Concentration Profiles

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