Digital imaging applications and informatics in dermatology.

Felipe Giuste, Juan Carlos Vizcarra, David A Gutman
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Abstract

In this chapter, we present the use of whole slide imaging (WSI) and dermoscopy in the field of dermatology. Image digitization has allowed for increasing computer-assisted clinical decision-making. An introduction to common digital imaging data sources such as WSI and dermoscopy is provided. We also review some commonly used image quantification methods and their potential applications in dermatology. Finally, we review how machine learning approaches utilize novel large dermatology image datasets.

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数字成像在皮肤病学中的应用和信息学。
在本章中,我们介绍了全切片成像(WSI)和皮肤镜在皮肤科领域的应用。图像数字化使得越来越多的计算机辅助临床决策成为可能。介绍了常见的数字成像数据源,如WSI和皮肤镜。本文还综述了几种常用的图像量化方法及其在皮肤病学中的潜在应用。最后,我们回顾了机器学习方法如何利用新的大型皮肤病学图像数据集。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.90
自引率
0.00%
发文量
0
审稿时长
>12 weeks
期刊介绍: Seminars in Cutaneous Medicine and Surgery (SCMS) presents well-rounded and authoritative discussions of important clinical areas, especially those undergoing rapid change in the specialty. Each issue, under the direction of the Editors and Guest Editors selected because of their expertise in the subject area, includes the most current information on the diagnosis and management of specific disorders of the skin, as well as the application of the latest scientific findings to patient care.
期刊最新文献
The role of public challenges and data sets towards algorithm development, trust, and use in clinical practice. Digital imaging applications and informatics in dermatology. MoleMapper: an application for crowdsourcing mole images to advance melanoma early-detection research. Emerging technologies for health information in dermatology: opportunities and drawbacks of web-based searches, social media, mobile applications, and direct-to-consumer genetic testing in patient care. Introduction, High-Risk Skin Cancer.
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