Title :
Empirical study on early detection of lung cancer using breath analysis
Author :
Daniel, D. Arul Pon ; Thangavel, K. ; Rajakeerthana, K.T.
Author_Institution :
Dept. of Comput. Sci., Periyar Univ., Salem, India
Abstract :
A variety of modalities for early detection of cancer through screening are being investigated. The main inspiration from electronic noses is the development of qualitative, low-cost, real-time, and portable methods to perform reliable, objective, and reproducible measures of volatile compounds and odors. To defeat the difficulties faced by the existing clinical diagnostic and detection methods, the breathe analysis is proposed. Breathe analysis is done using an electronic nose. Breathe from the humans are sampled and the Volatile Organic Compounds (VOC) present in the sampled breathe are analyzed to identify the existing component pertaining to the particular cancer. In this paper, an empirical study on early detection of cancer is achieved by build the electronic nose. The proposed electronic nose has been implemented by Backpropagation Neural Network (BPN).
Keywords :
backpropagation; biochemistry; biomedical equipment; biomedical measurement; cancer; electronic noses; lung; medical signal processing; neural nets; organic compounds; pneumodynamics; portable instruments; signal classification; BPN; backpropagation neural network; breath analysis; cancer screening; clinical detection; clinical diagnostics; early cancer detection modality; early lung cancer detection; electronic nose; empirical study; human breath sampling; objective VOC measurement; odor measurement; qualitative low-cost VOC measurement; real-time portable VOC measurement; reliable volatile compound measurement; reproducible VOC measurement; volatile organic compound analysis; Accuracy; Adsorption; Arrays; Cancer; Indexes; Pattern recognition; Temperature measurement; Backpropagation Neural Network; Breath analysis; Lung Cancer; PIC Controller; VOC;
Conference_Titel :
Innovations in Information, Embedded and Communication Systems (ICIIECS), 2015 International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4799-6817-6
DOI :
10.1109/ICIIECS.2015.7192869