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皮肤病监测智能系统。

An Intelligent System for Monitoring Skin Diseases.

机构信息

Institute of Mathematics, Silesian University of Technology, Kaszubska 23, 44-100 Gliwice, Poland.

出版信息

Sensors (Basel). 2018 Aug 4;18(8):2552. doi: 10.3390/s18082552.

Abstract

The practical increase of interest in intelligent technologies has caused a rapid development of all activities in terms of sensors and automatic mechanisms for smart operations. The implementations concentrate on technologies which avoid unnecessary actions on user side while examining health conditions. One of important aspects is the constant inspection of the skin health due to possible diseases such as melanomas that can develop under excessive influence of the sunlight. Smart homes can be equipped with a variety of motion sensors and cameras which can be used to detect and identify possible disease development. In this work, we present a smart home system which is using in-built sensors and proposed artificial intelligence methods to diagnose the skin health condition of the residents of the house. The proposed solution has been tested and discussed due to potential use in practice.

摘要

人们对智能技术的兴趣日益浓厚,这促使智能操作的传感器和自动机械等各方面活动迅速发展。各项应用专注于避免用户在检查健康状况时进行不必要操作的技术。其中一个重要方面是持续检查皮肤健康,因为黑色素瘤等疾病可能会在阳光过度照射下发展。智能家居可以配备各种运动传感器和摄像头,用于检测和识别可能的疾病发展。在这项工作中,我们提出了一个智能家居系统,该系统使用内置传感器和提出的人工智能方法来诊断房屋居民的皮肤健康状况。该解决方案已经过测试和讨论,以考虑其在实际中的潜在用途。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bcb/6111999/892ca2e9b6a5/sensors-18-02552-g001.jpg

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