A Non-Invasive Approach to Predict Risk In Dengue Hemorrhagic Fever (DHF) Using Bioelectrical Impedance Analysis

Abdul Rahim, Herlina and Shair, Ezreen Farina and Taib, Mohd Nasir (2009) A Non-Invasive Approach to Predict Risk In Dengue Hemorrhagic Fever (DHF) Using Bioelectrical Impedance Analysis. In: 2009 IEEE International Conference on Signal and Image Processing Applications, 18-19 Nov 2009, Kuala Lumpur, Malaysia.

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Abstract

The purpose of this study was to validate a single BIA for predicting the risk in DHF in dengue patients in the Hospital Universiti Kebangsaan Malaysia (HUKM). The BIA technique based on the passing of low-amplitude electrical current less than 1 mA (500 to 800!A) with frequency 50kHz. During hospitalization, 210 patients who are 119 males and 91 females serologically confirmed DF and DHF patients were tested using single BIA. By using multiple regression analysis, race, reactance, complication, headache and the day of fever were found independent determinants of predicting the risk. Hence, this novel approach of BIA technique can provide rapid, non-invasive, and promising method for classifying and evaluating the status of the DHF patients.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: modeling, bioelectrical impedance, dengue fever, dengue hemorrhagic, risk, multivariate analysis
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions: Faculty of Electrical Engineering > Department of Control, Instrumentation & Automation
Depositing User: Ezreen Farina Shair
Date Deposited: 14 Nov 2012 10:19
Last Modified: 28 May 2015 03:41
URI: http://eprints.utem.edu.my/id/eprint/6293
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