DERMA/Care: An Advanced image-Processing Mobile Application for Monitoring Skin Cancer

A. Karargyris, O. Karargyris, A. Pantelopoulos
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引用次数: 53

Abstract

This paper describes a mobile hardware/software system (DERMA/care) to help with screening of skin cancer (melanomas). Our system uses an inexpensive apparatus (microscope) and a smart phone (iPhone). These two components standalone are sufficient to capture highly detailed images for use by experts with medical background. However the novelty of our system lies in the fact that we further improved the efficiency of the system by implementing an advanced image-processing framework to detect suspicious areas and help with skin cancer prevention. Our main goal was to demonstrate how smart phones could turn into powerful and intelligent machines and help large populations without expertise in low-resource settings.
DERMA/Care:用于监测皮肤癌的高级图像处理移动应用程序
本文介绍了一种移动硬件/软件系统(DERMA/care)来帮助筛查皮肤癌(黑色素瘤)。我们的系统使用便宜的仪器(显微镜)和智能手机(iPhone)。这两个组件单独使用就足以捕获具有医学背景的专家使用的高度详细的图像。然而,我们的系统的新颖之处在于,我们通过实施先进的图像处理框架,进一步提高了系统的效率,以检测可疑区域,并帮助预防皮肤癌。我们的主要目标是展示智能手机如何变成强大而智能的机器,并在资源匮乏的情况下帮助大量没有专业知识的人群。
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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