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Research Papers

Infoscience technology: the impact of internet accessible melanoid data on health issues

Authors:

J W Grzymała-Busse ,

Department of Electrical Engineering and Computer Science, University of Kansas, Lawrence KS 66045, USA, US
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Z S Hippe,

Department of Expert Systems and Artificial Intelligence, University of Information Technology and Management,Sucharskiego 2, 35-225 Rzeszow, Poland, PL
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M Knap,

Department of Expert Systems and Artificial Intelligence, University of Information Technology and Management,Sucharskiego 2, 35-225 Rzeszow, Poland, PL
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W Paja

Department of Expert Systems and Artificial Intelligence, University of Information Technology and Management,Sucharskiego 2, 35-225 Rzeszow, Poland, PL
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Abstract

In this paper the development of a new internet information system for analyzing and classifying melanocytic dat, is briefly described. This system also has some teaching functions, improves the analysis of datasets based on calculating the values of the TDS (Total Dermatoscopy Score) (Braun-Falco, Stolz, Bilek, Merkle, & Landthaler, 1990; Hippe, Bajcar, Blajdo, Grzymala-Busse, Grzymala-Busse, & Knap, et al., 2003) parameter. Calculations are based on two methods: the classical ABCD formula (Braun-Falco et al., 1990) and the optimized ABCD formula (Alvarez, Bajcar, Brown, Grzymala-Busse, & Hippe, 2003). A third method of classification is devoted to quasi-optimal decision trees (Quinlan, 1993). The developed internet-based tool enables users to make an early, non-invasive diagnosis of melanocytic lesions. This is possible using a built-in set of instructions that animates the diagnosis of the four basic lesions types: benign nevus, blue nevus, suspicious nevus and melanoma malignant. This system is available on the Internet website: http://www.wsiz.rzeszow.pl/ksesi.
DOI: http://doi.org/10.2481/dsj.4.77
How to Cite: Grzymała-Busse, J.W. et al., (2006). Infoscience technology: the impact of internet accessible melanoid data on health issues. Data Science Journal. 4, pp.77–81. DOI: http://doi.org/10.2481/dsj.4.77
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Published on 05 Jan 2006.
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