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http://dx.doi.org/10.5573/ieie.2016.53.11.114

Diagnosis of Diabetes Using Voltage Analysis Based on EIS (Electro Interstitial Scan)  

Bae, Jang-Han (KM Fundamental Research Division, Korea Institute of Oriental Medicine)
Kim, Soochan (Dept. of Electrical and Electronic Engineering & Institute for IT Convergence, Hankyong National University & Korea Institute of Oriental Medicine)
Kaewkannate, Kanitthika (Dept. of Electrical and Electronic Engineering, Hankyong National University)
Jun, Min-Ho (KM Fundamental Research Division, Korea Institute of Oriental Medicine)
Kim, Jaeuk U. (KM Fundamental Research Division, Korea Institute of Oriental Medicine)
Publication Information
Journal of the Institute of Electronics and Information Engineers / v.53, no.11, 2016 , pp. 114-122 More about this Journal
Abstract
EIS (Electro interstitial scan) is a non-invasive and simple method to find the physio-pathological information inferred by electric current response with respect to low direct current applied between remote sites of the body. Although a few EIS-based devices for diagnosing diabetes were commercialized, they were not successful in offering clinical validity nor in confirming diagnostic principle. In this study, we measured the voltage responses of diabetic patients and normal subjects with a commercialized EIS device to test the usefulness of EIS in screening diabetes. For this purpose, voltage was measured between pairs of electrodes contacted at both palm, both soles of the feet and left and right forehead above both eyes. After feature extraction of voltage signals, the AUC (area under the curve) between the two groups was calculated and we found that seven variables were appropriately shown above 60% of accuracy. In addition, we applied the k-NN (k-nearest neighbors) method and found that the accuracy of classification between the two groups reached the accuracy of 76.2%. This result implies that the voltage response analysis based on EIS has potential as a diabetics screening method.
Keywords
Electro interstitial scan; Cottrell equation; Reverse iontophoresis; Voltage signal; Diabetes;
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Times Cited By KSCI : 3  (Citation Analysis)
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