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The performance of solarscan : an automated dermoscopy image analysis instrument for the diagnosis of primary melanoma

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posted on 2005-11-01, 00:00 authored by S Menzies, L Bischof, H Talbot, M Avramidis, L Wong, Sing Lo, G Mackellar, V Skladnev, W McCarthy, J Kelly, B Cranney, P Lye, H Rabinovitz, M Oliveiro, A Blum, A Virol, B De`Ambrosis, R McCleod, H Koga, C Grin, R Braun, R Johr
<b>Objective</b> To describe the diagnostic performance of SolarScan (Polartechnics Ltd, Sydney, Australia), an automated instrument for the diagnosis of primary melanoma.<br><br><b>Design</b> Images from a data set of 2430 lesions (382 were melanomas; median Breslow thickness, 0.36 mm) were divided into a training set and an independent test set at a ratio of approximately 2:1. A diagnostic algorithm (absolute diagnosis of melanoma vs benign lesion and estimated probability of melanoma) was developed and its performance described on the test set. High-quality clinical and dermoscopy images with a detailed patient history for 78 lesions (13 of which were melanomas) from the test set were given to various clinicians to compare their diagnostic accuracy with that of SolarScan.<br><br><b>Setting </b>Seven specialist referral centers and 2 general practice skin cancer clinics from 3 continents. Comparison between clinician diagnosis and SolarScan diagnosis was by 3 dermoscopy experts, 4 dermatologists, 3 trainee dermatologists, and 3 general practitioners.<br><br><b>Patients </b> Images of the melanocytic lesions were obtained from patients who required either excision or digital monitoring to exclude malignancy.<br><br><b>Main Outcome </b>Measures Sensitivity, specificity, the area under the receiver operator characteristic curve, median probability for the diagnosis of melanoma, a direct comparison of SolarScan with diagnoses performed by humans, and interinstrument and intrainstrument reproducibility.<br><br><b>Results </b>The melanocytic-only diagnostic model was highly reproducible in the test set and gave a sensitivity of 91% (95% confidence interval [CI], 86%-96%) and specificity of 68% (95% CI, 64%-72%) for melanoma. SolarScan had comparable or superior sensitivity and specificity (85% vs 65%) compared with those of experts (90% vs 59%), dermatologists (81% vs 60%), trainees (85% vs 36%; P =.06), and general practitioners (62% vs 63%). The intraclass correlation coefficient of intrainstrument repeatability was 0.86 (95% CI, 0.83-0.88), indicating an excellent repeatability. There was no significant interinstrument variation (P = .80).<br><br><b>Conclusions</b> SolarScan is a robust diagnostic instrument for pigmented or partially pigmented melanocytic lesions of the skin. Preliminary data suggest that its performance is comparable or superior to that of a range of clinician groups. However, these findings should be confirmed in a formal clinical trial.<br>

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Location

Chicago, Ill.

Open access

  • Yes

Language

eng

Publication classification

C1.1 Refereed article in a scholarly journal

Copyright notice

2005, American Medical Association

Journal

Archives of dermatology

Volume

141

Pagination

1388 - 1396

ISSN

0003-987X

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