Authors:
Jerzy Gomuła
1
;
Krzysztof Pancerz
2
and
Jaroslaw Szkoła
2
Affiliations:
1
Medan Foundation and Cardinal Stefan Wyszyski University in Warsaw, Poland
;
2
University of Information Technology and Management in Rzeszów, Poland
Keyword(s):
Diagnostic decision-support system Copernicus, Mental disorders, MMPI, Logical decision rules, Differential diagnosis.
Related
Ontology
Subjects/Areas/Topics:
Artificial Intelligence
;
Biomedical Engineering
;
Business Analytics
;
Data Engineering
;
Data Mining
;
Databases and Information Systems Integration
;
Datamining
;
Decision Support Systems
;
Enterprise Information Systems
;
Health Information Systems
;
Sensor Networks
;
Signal Processing
;
Soft Computing
;
Software Systems in Medicine
Abstract:
In the paper, we present the Copernicus system - a computer tool supporting differential diagnosis of patients with mental disorders. As an example, we discuss results for a sample of 479 women examined by means of the MMPI-WISKAD personality inventory. There have been used the inductive classifiers based on the C4.5 decision tree algorithm. We have accomplished an overview of indexes generated on the basis of examined sample by several systems: Eichmann’s, Diamond’s, Goldberg’s, Taulbee-Sisson’s, and Panda-APAP (mixed with respect to indexes).