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UV Irradiation of Nevi: Impact on Performance of Electrical Impedance Spectroscopy and a Convolution Neural Network.

Authors :
Winkler JK
Haenssle HA
Uhlmann L
Schweizer-Rick A
Fink C
Source :
Dermatology practical & conceptual [Dermatol Pract Concept] 2022 Oct 01; Vol. 12 (4), pp. e2022164. Date of Electronic Publication: 2022 Oct 01 (Print Publication: 2022).
Publication Year :
2022

Abstract

Introduction: UV irradiation of nevi induces transient melanocytic activation with dermoscopic and histological changes.<br />Objectives: We investigated whether UV irradiation of nevi may influence electrical impedance spectroscopy (EIS) or convolution neural networks (CNN).<br />Methods: Prospective, controlled trial in 50 patients undergoing phototherapy (selective UV phototherapy (SUP), UVA1, SUP/UVA1, or PUVA). EIS (Nevisense, SciBase AB) and CNN scores (Moleanalyzer-Pro, FotoFinder Systems) of nevi were assessed before (V1) and after UV irradiation (V2). One nevus (nevus <subscript>irr</subscript> ) was exposed to UV light, another UV-shielded (nevus <subscript>non</subscript> - <subscript>irr</subscript> ).<br />Results: There were no significant differences in EIS scores of nevus <subscript>irr</subscript> before (2.99 [2.51-3.47]) and after irradiation (3.32 [2.86-3.78]; P = 0.163), which was on average 13.28 (range 4-47) days later. Similarly, UV-shielded nevus <subscript>non</subscript> - <subscript>irr</subscript> did not show significant changes of EIS scores (V1: 2.65 [2.19-3.11]), V2: 2.92 [2.50-3.34]; P = 0.094). Subgroup analysis by irradiation revealed a significant increase of EIS scores of nevus <subscript>irr</subscript> (V1: 2.69 [2.21-3.16], V2: 3.23 [2.72-3.73]; P = 0.044) and nevus <subscript>non</subscript> - <subscript>irr</subscript> (V1: 2.57 [2.07-3.07], V2: 3.03 [2.48-3.57]; P = 0.033) for patients receiving SUP. In contrast, CNN scores of nevus <subscript>irr</subscript> (P = 0.995) and nevus <subscript>non</subscript> - <subscript>irr</subscript> (P = 0.352) showed no significant differences before and after phototherapy.<br />Conclusions: For the tested EIS system increased EIS scores were found in nevi exposed to SUP. In contrast, CNN results were more robust against UV exposure.<br />Competing Interests: Competing Interests: None.<br /> (©2022 Winkler et al.)

Details

Language :
English
ISSN :
2160-9381
Volume :
12
Issue :
4
Database :
MEDLINE
Journal :
Dermatology practical & conceptual
Publication Type :
Academic Journal
Accession number :
36534529
Full Text :
https://doi.org/10.5826/dpc.1204a164