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色素沉着病变诊所中数字皮肤镜检查的评估:临床医生与计算机对恶性风险的评估

Evaluation of digital dermoscopy in a pigmented lesion clinic: clinician versus computer assessment of malignancy risk.

作者信息

Boldrick Jennifer C, Layton Christle J, Nguyen Josephine, Swetter Susan M

机构信息

Department of Dermatology, Pigmented Lesion and Cutaneous Melanoma Clinic, Stanford University Medical Center, California 94305, USA.

出版信息

J Am Acad Dermatol. 2007 Mar;56(3):417-21. doi: 10.1016/j.jaad.2006.08.033. Epub 2006 Nov 15.

Abstract

Digital dermoscopy systems employ computer-based algorithms to quantitate features of pigmented skin lesions (PSLs) and provide an assessment of malignancy risk. We evaluated interobserver concordance of PSL malignancy risk between a pigmented lesion specialist and an artificial neural network (ANN)-based automated digital dermoscopy system. While digital dermoscopy provides a reliable means of image capture, storage, and comparison of PSLs over time, the ANN algorithm requires further training and validation before the malignancy risk assessment feature can be widely used in clinical practice.

摘要

数字皮肤镜系统采用基于计算机的算法来量化色素沉着性皮肤病变(PSL)的特征,并提供恶性风险评估。我们评估了色素沉着病变专家与基于人工神经网络(ANN)的自动数字皮肤镜系统之间对PSL恶性风险的观察者间一致性。虽然数字皮肤镜提供了一种可靠的方法来进行PSL的图像捕获、存储和随时间的比较,但在恶性风险评估功能能够在临床实践中广泛应用之前,ANN算法需要进一步的训练和验证。

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