The following information was submitted:
Transactions: WSEAS TRANSACTIONS ON INFORMATION SCIENCE AND APPLICATIONS
Transactions ID Number: 28-471
Full Name: Hieu trung Huynh
Position: Ph.D. Candidate
Age: ON
Sex: Male
Address: Depart. of Computer Engineering, Chonnam National University
Country: KOREA
Tel: 062-530-0151
Tel prefix: 82
Fax:
E-mail address: hieuhtvn@yahoo.com
Other E-mails:
Title of the Paper: Non-linear Estimation Methods for Hematocrit Density based on Changing Pattern of Transduced Anodic Current Curve
Authors as they appear in the Paper: Hieu trung Huynh, Jung-ja Kim, Yonggwan Won
Email addresses of all the authors: hieuhtvn@yahoo.com, jungjakim@chonbuk.ac.kr, ykwon@chonnam.ac.kr
Number of paper pages: 10
Abstract: Many studies reported that the hematocrit (HCT) is the most highly influencing factor affecting the accuracy of the glucose measurements by portable/handheld devices. It is also known as an important factor for clinical decision-making situations. Therefore, estimation of HCT plays a crucial role for enhancing accuracy of glucose measurements and performance of therapy. In this paper, we present novel methods for hematocrit estimation from the transduced current curve which is produced by glucose-oxidase reaction in strip-type electrochemical biosensors. The proposed methods are nonlinear, including neural networks and support vector machine. Input features are composed of two parts: the sampled points of the time-varying current curve and extended extra features computed from those sampled points.
Keywords: Hematocrit, hematocrit estimation, nonlinear methods, biosensors, transduced current curve
EXTENSION of the file: .pdf
Special (Invited) Session: Comparison of Nonlinear Methods for Hematocrit Estimation from the Transduced Anodic Current Curve
Organizer of the Session: 593-275
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