Title :
Detection of volatile compounds in urine using an electronic nose instrument
Author :
Sabeel, Thowiba Mohamed Abdalla ; CheHarun, Fauzan Khairi ; Eluwa, Stephan Enyinnaya ; Sabeel, Solima Mohamed Abdalla
Author_Institution :
Univ. Teknol. Malaysia, Skudai, Malaysia
Abstract :
Current clinical diagnostics are based on biochemical, physics and microbiological methods. The electronic nose system used to detect chemical components or VOCs in urine sample is meant to classify different urine components so as to be able to diagnose diseases and other elements accurately. This study used urine sample from 13 patients from Universiti Teknologi Malaysia (UTM) health centre for the urine analysis. Findings from the study revealed that six patients tested abnormal with mucus while only one patient tested abnormal with bacteria and two healthy. The test conducted from using Cyranose 320 shows that volatile compounds were present in their urine. Principal component analysis (PCA) was used to extract first and second principal components from 32 sensors used for the urine analysis. The study suggests the possibility of using e-nose as an early detection system for illness such as diabetes and bacterial infections.
Keywords :
biomedical equipment; diseases; electronic noses; microorganisms; patient diagnosis; principal component analysis; Cyranose 320; PCA; Universiti Teknologi Malaysia health centre; bacteria; biochemical method; chemical component detection; clinical diagnostics; disease diagnosis; e-nose; electronic nose instrument; electronic nose system; microbiological method; mucus; physics method; principal component analysis; sensors; urine analysis; urine components; volatile compound detection; Chemical sensors; Compounds; Electronic noses; Microorganisms; Principal component analysis; Sensor arrays; electronic nose; odour; response; sensor; volatile organic compound (VOC);
Conference_Titel :
Computing, Electrical and Electronics Engineering (ICCEEE), 2013 International Conference on
Conference_Location :
Khartoum
Print_ISBN :
978-1-4673-6231-3
DOI :
10.1109/ICCEEE.2013.6633956