Laboratory of Sciences and Information Systems, Aix-Marseille University, Marseille, France.
Department of Dermatology, La Timone Hospital, Marseille, France.
J Invest Dermatol. 2013 Oct;133(10):2355-2361. doi: 10.1038/jid.2013.183. Epub 2013 Apr 17.
Although nevi are highly polymorphous, it has been suggested that each individual is characterized by only a few dominant patterns of nevi. Therefore, a nevus that does not fit in with these patterns, the "ugly duckling" nevus, is suspicious. Our objective was to study the intra-individual diversity of nevi, using human ability to build "perceived similarity clusters" (PSCs). Nine dermatologists had to cluster all the nevi of 80 patients into PSCs, at the clinical scale (CS) and at the dermoscopic scale (DS) (subset of 30 patients). Nine novices did the same in a subset of 11 patients. The experts identified a mean of 2.8 PSCs/patient at CS. Concordance was higher between experts than between novices at CS and at DS. Despite a trend for more PSCs at DS than at CS, the number of nevus patterns per patient remained low, regardless of the number of nevi. Inter-expert concordance permits a consensus representation of nevus diversity in each individual. Nevus diversity is limited in each patient and constitutes an individual reference system, which we can intuitively perceive. This reference is probably crucial for nevus analysis and melanoma detection and opens perspectives for computer-aided diagnostics.
虽然痣具有高度多态性,但有人认为每个人的痣只有几种主要模式。因此,不符合这些模式的痣,即“丑小鸭”痣,是可疑的。我们的目的是使用人类构建“感知相似性集群”(PSC)的能力来研究痣的个体内多样性。九位皮肤科医生必须将 80 位患者的所有痣在临床尺度(CS)和皮肤镜尺度(DS)下(30 位患者的子集)聚类到 PSC 中。九位新手在 11 位患者的子集中也做了同样的事情。专家在 CS 下平均为每位患者识别出 2.8 个 PSC。CS 和 DS 下专家之间的一致性高于新手之间的一致性。尽管 DS 下的 PSC 数量比 CS 下的多,但每个患者的痣模式数量仍然很低,无论痣的数量如何。专家之间的一致性允许对每个人的痣多样性进行共识表示。每个患者的痣多样性是有限的,构成了一个个体参考系统,我们可以直观地感知到。这种参考对于痣分析和黑色素瘤检测可能至关重要,并为计算机辅助诊断开辟了前景。