SkinScan©: A PORTABLE LIBRARY FOR MELANOMA DETECTION ON HANDHELD DEVICES.
SkinScan©: A PORTABLE LIBRARY FOR MELANOMA DETECTION ON HANDHELD DEVICES.
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SkinScan©：手持设备上黑色素瘤检测的便携式库。
DOI：
10.1109/isbi.2011.5872372
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发表时间：
2011
期刊：
影响因子：
--
通讯作者：
Zouridakis,George
中科院分区：
文献类型：
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作者：
Wadhawan,Tarun;Situ,Ning;Lancaster,Keith;Yuan,Xiaojing;Zouridakis,George
我们开发了一种名为SkinScan的便携式黑色素瘤自动检测资料库，可用于智能手机和其他手持设备。与台式计算机相比，嵌入式处理器的处理速度、内存和能力有限，但具有可移植性和低成本的优势。在这项研究中，我们探索了在Apple iPhone4上运行复杂的皮肤癌自动检测应用程序的可行性。我们的结果表明，所提出的库结合先进的图像处理和分析算法，在手持和台式计算机上具有优异的性能。因此，部署智能手机作为皮肤癌和其他皮肤病的筛查设备，可能会对服务不足和偏远地区的医疗保健服务产生重大影响。
We have developed a portable library for automated detection of melanoma termed SkinScan©that can be used on smartphones and other handheld devices. Compared to desktop computers, embedded processors have limited processing speed, memory, and power, but they have the advantage of portability and low cost. In this study we explored the feasibility of running a sophisticated application for automated skin cancer detection on an Apple iPhone 4. Our results demonstrate that the proposed library with the advanced image processing and analysis algorithms has excellent performance on handheld and desktop computers. Therefore, deployment of smartphones as screening devices for skin cancer and other skin diseases can have a significant impact on health care delivery in underserved and remote areas.