Rapid identification method of aerobic bacteria in diabetic foot ulcers using electronic nose
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American Scientific Publishers
2014
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my.unimap-328512015-03-20T01:36:08Z Rapid identification method of aerobic bacteria in diabetic foot ulcers using electronic nose Azian Azamimi, Abdullah Tan, Woei Jing Chua, Ai Sie Nurlisa, Yusuf Mohammad Iqbal, Omar@Ye Htut, Assoc. Prof. Dr. Ali Yeon, Md Shakaff, Prof. Dr. Abd Hamid, Adom, Prof. Dr. Latifah Munirah, Kamarudin, Dr. Yeap, Ewe Juan, Dr. Ammar, Zakaria, Dr. Amizah, Othman, Dr. Mohd Sadek, Yasin azamimi@unimap.edu.my ammarzakaria@unimap.edu.my iqbalomar@unimap.edu.my aliyeon@unimap.edu.my abdhamid@unimap.edu.my Diabetic foot ulcer (DFU) Ulcer Electronic nose Link to publisher's homepage at http://www.aspbs.com/science.htm Diabetic foot ulcer (DFU) is an infection, ulcer or destruction of deep tissue associated with neurological abnormalities, musculoskeletal deformities and various degrees of peripheral vascular disease of lower limb. In this study, an electronic nose is proposed to recognize types of bacteria in the diabetic foot ulcer on patients with the aid of data analysis using PCA (Principal Component Analysis) and LDA (Linear Discriminant Analysis) as the first step for feature extraction. Bacteria classification is also enhanced by pattern analysis using FFBP (Feed Forward Back Propagation) and SOM (Self Organizing Map) of ANN (Artificial Neural Network). Experimental results show that the use of electronic nose in identifying bacteria on diabetic foot ulcers works effectively as the high accuracy obtained for the bacteria classification. 2014-03-19T04:09:34Z 2014-03-19T04:09:34Z 2014-01 Article Advanced Science Letters, vol.20 (1), 2014, pages 37-41(5) 1936-7317 (Online) 1936-6612 (print) http://dspace.unimap.edu.my:80/dspace/handle/123456789/32851 http://www.ingentaconnect.com/search/article?option1=tka&value1=Rapid+identification+method+of+aerobic+bacteria+in+diabetic+foot+ulcers+using+electronic+nose&pageSize=10&index=1 http://dx.doi.org/10.1166/asl.2014.5306 en American Scientific Publishers |
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English |
| topic |
Diabetic foot ulcer (DFU) Ulcer Electronic nose |
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Diabetic foot ulcer (DFU) Ulcer Electronic nose Azian Azamimi, Abdullah Tan, Woei Jing Chua, Ai Sie Nurlisa, Yusuf Mohammad Iqbal, Omar@Ye Htut, Assoc. Prof. Dr. Ali Yeon, Md Shakaff, Prof. Dr. Abd Hamid, Adom, Prof. Dr. Latifah Munirah, Kamarudin, Dr. Yeap, Ewe Juan, Dr. Ammar, Zakaria, Dr. Amizah, Othman, Dr. Mohd Sadek, Yasin Rapid identification method of aerobic bacteria in diabetic foot ulcers using electronic nose |
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Link to publisher's homepage at http://www.aspbs.com/science.htm |
| author2 |
azamimi@unimap.edu.my |
| author_facet |
azamimi@unimap.edu.my Azian Azamimi, Abdullah Tan, Woei Jing Chua, Ai Sie Nurlisa, Yusuf Mohammad Iqbal, Omar@Ye Htut, Assoc. Prof. Dr. Ali Yeon, Md Shakaff, Prof. Dr. Abd Hamid, Adom, Prof. Dr. Latifah Munirah, Kamarudin, Dr. Yeap, Ewe Juan, Dr. Ammar, Zakaria, Dr. Amizah, Othman, Dr. Mohd Sadek, Yasin |
| format |
Article |
| author |
Azian Azamimi, Abdullah Tan, Woei Jing Chua, Ai Sie Nurlisa, Yusuf Mohammad Iqbal, Omar@Ye Htut, Assoc. Prof. Dr. Ali Yeon, Md Shakaff, Prof. Dr. Abd Hamid, Adom, Prof. Dr. Latifah Munirah, Kamarudin, Dr. Yeap, Ewe Juan, Dr. Ammar, Zakaria, Dr. Amizah, Othman, Dr. Mohd Sadek, Yasin |
| author_sort |
Azian Azamimi, Abdullah |
| title |
Rapid identification method of aerobic bacteria in diabetic foot ulcers using electronic nose |
| title_short |
Rapid identification method of aerobic bacteria in diabetic foot ulcers using electronic nose |
| title_full |
Rapid identification method of aerobic bacteria in diabetic foot ulcers using electronic nose |
| title_fullStr |
Rapid identification method of aerobic bacteria in diabetic foot ulcers using electronic nose |
| title_full_unstemmed |
Rapid identification method of aerobic bacteria in diabetic foot ulcers using electronic nose |
| title_sort |
rapid identification method of aerobic bacteria in diabetic foot ulcers using electronic nose |
| publisher |
American Scientific Publishers |
| publishDate |
2014 |
| url |
http://dspace.unimap.edu.my:80/dspace/handle/123456789/32851 |
| _version_ |
1643797006946140160 |
| score |
13.214268 |