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Wireless Electronic Smell System for the Detection of Diseases Through the Exhaled Breath

机译:通过呼气检测疾病的无线电子气味系统

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This article presents the design and development of a wireless electronic smell system called "SOE-I", withthe purpose of detecting and monitoring diseases (for example: Respiratory) by means of exhaled breath. Forthis purpose, a group of patients with respiratory problems (i.e. COPD) and a group of control patients (i.e.,healthy or smokers) were evaluated with the sensory system. This system was performed through a highspeedwireless module where the main function is to obtain the data from a remote site, and which wascoupled to a sensory system composed of 8 Metal Oxide Gas Sensors (MOS), where the breath sample wasconditioned. Once the data was acquired, the data processing software was developed to carry out thecharacteristic analysis of the disease, where a clear discrimination of the samples of COPD with respect tohealthy samples was obtained, achieving a 92% of variance through Principal Component Analysis (PCA)method and a Linear discriminant analysis (LDA) technique to classify the data set. With this equipment, anearly diagnosis of a non-transmissible or transmissible disease could be made, preventing other people (i.e,medical personnel) from being infected.
机译:本文介绍了名为“ SOE-I”的无线电子气味系统的设计和开发,以及 目的是通过呼气来检测和监测疾病(例如:呼吸道疾病)。为了 为此,一组患有呼吸系统疾病的患者(即COPD)和一组对照患者(例如, 健康或吸烟者)的感觉系统进行了评估。该系统是通过高速执行的 无线模块,其主要功能是从远程站点获取数据,并且 耦合到由8个金属氧化物气体传感器(MOS)组成的传感系统,其中呼吸样本为 有条件的。采集数据后,便开发了数据处理软件来执行 疾病的特征分析,其中明确区分了COPD样本 获得了健康的样本,通过主成分分析(PCA)获得了92%的差异 方法和线性判别分析(LDA)技术对数据集进行分类。有了这个设备, 可以及早诊断出不可传播或可传播的疾病,从而防止其他人(例如, 医务人员)。

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