Volatile Organic Compounds(VOCs) found in human exhalation are closely linked to human health and disease states.The elec-tronic nose,which combines a gas sensor array and a pattern recognition algorithm,is used to recognize and classify odors.An electronic nose system is designed and Utilited to meet the demand of moving the diagnosis and treatment port of lung cancer patients forward,and a prototype of a portable electronic nose system is built using semiconductor gas sensor arrays to analyze 129 clinical exhaled breath samples.The results show that the designed electronic nose system has an accuracy of 89.1％(sensitivity 83.3％,specificity 98.0％) in identifying patients with lung diseases,showing potential application in the early screening of lung cancer.The designed electronic nose system is a promising non-invasive and convenient auxiliary diagnostic method for lung diseases.
关键词
电子鼻/呼出气检测/机器学习/统计分析/肺癌
Key words
electronic nose/exhaled breath testing/machine learning/statistical analysis/lung cancer
维普
万方数据