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Study of skin cancer lesions through multispectral and 3D techniques
Author(s): Laura Rey-Barroso; Francisco J. Burgos-Fernández; Miguel Ares; Santiago Royo; Xana Delpueyo; Susana Puig; Josep Malvehy; Giovanni Pellacani; Meritxell Vilaseca
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Paper Abstract

The effective and non-invasive diagnosis of skin cancer is a hot topic in biophotonics since the current gold standard, biopsy followed by histological examination, is a slow and costly procedure for the healthcare system. Therefore, authors have put their efforts in characterizing skin cancer quantitatively through optical and photonic techniques such as 3D topography and multispectral imaging. Skin relief is an important biophysical feature that can be difficult to appreciate by touch, but can be precisely characterized with 3D imaging techniques, such as fringe projection. Color and spectral features given by skin chromophores, which are routinely analyzed by the naked eye and through dermoscopy, can also be quantified by means of multispectral imaging systems. In this study, the outcomes of these two imaging modalities were combined in a machine learning process to enhance classification of melanomas and nevi obtained from the two systems when operating isolately. The results suggest that the combination of 3D and multispectral data is relevant for the medical diagnosis of skin cancer.

Paper Details

Date Published: 19 July 2019
PDF: 5 pages
Proc. SPIE 11073, Clinical and Preclinical Optical Diagnostics II, 110730B (19 July 2019); doi: 10.1117/12.2526970
Show Author Affiliations
Laura Rey-Barroso, Technical Univ. of Catalonia (Spain)
Francisco J. Burgos-Fernández, Technical Univ. of Catalonia (Spain)
Miguel Ares, Technical Univ. of Catalonia (Spain)
Santiago Royo, Technical Univ. of Catalonia (Spain)
Xana Delpueyo, Technical Univ. of Catalonia (Spain)
Susana Puig, Clinic Hospital of Barcelona (Spain)
Josep Malvehy, Clinic Hospital of Barcelona (Spain)
Giovanni Pellacani, Univ. degli Studi di Modena e Reggio Emilia (Italy)
Meritxell Vilaseca, Technical Univ. of Catalonia (Spain)


Published in SPIE Proceedings Vol. 11073:
Clinical and Preclinical Optical Diagnostics II
J. Quincy Brown; Ton G. van Leeuwen, Editor(s)

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