1. Quantitative Multispectral Imaging Differentiates Melanoma from Seborrheic Keratosis
- Author
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Marta Lange, Szabolcs Bozsányi, Ilze Lihacova, Alexey Lihachev, Luca Fésűs, Norbert Kiss, Antal Jobbágy, K. Farkas, Kende Lőrincz, Márta Medvecz, András Bánvölgyi, Norbert Wikonkál, Dmitrijs Bliznuks, Sara Zakarias, and Pálma Anker
- Subjects
Seborrheic keratosis ,Medicine (General) ,diagnosis ,Clinical Biochemistry ,Multispectral image ,01 natural sciences ,Article ,autofluorescence imaging ,010309 optics ,030207 dermatology & venereal diseases ,03 medical and health sciences ,R5-920 ,0302 clinical medicine ,diffuse reflectance imaging ,0103 physical sciences ,melanoma ,Medicine ,Led illumination ,quantitative analysis ,business.industry ,Melanoma ,LED ,Benign lesion ,medicine.disease ,Intensity (physics) ,Autofluorescence ,seborrheic keratosis ,dermoscopy ,Imaging technique ,business ,Nuclear medicine - Abstract
Melanoma is a melanocytic tumor that is responsible for the most skin cancer-related deaths. By contrast, seborrheic keratosis (SK) is a very common benign lesion with a clinical picture that may resemble melanoma. We used a multispectral imaging device to distinguish these two entities, with the use of autofluorescence imaging with 405 nm and diffuse reflectance imaging with 525 and 660 narrow-band LED illumination. We analyzed intensity descriptors of the acquired images. These included ratios of intensity values of different channels, standard deviation and minimum/maximum values of intensity of the lesions. The pattern of the lesions was also assessed with the use of particle analysis. We found significantly higher intensity values in SKs compared with melanoma, especially with the use of the autofluorescence channel. Moreover, we found a significantly higher number of particles with high fluorescence in SKs. We created a parameter, the SK index, using these values to differentiate melanoma from SK with a sensitivity of 91.9% and specificity of 57.0%. In conclusion, this imaging technique is potentially applicable to distinguish melanoma from SK based on the analysis of various quantitative parameters. For this application, multispectral imaging could be used as a screening tool by general physicians and non-experts in the everyday practice.
- Published
- 2021