Title :
The knowledge base for computer-aided diagnosis of mental disorders based on psychometric tests
Author :
Mich, Olga ; Burda, Andrzej ; Pancerz, Krzysztof ; Gomula, Jerzy
Author_Institution :
Univ. of Manage. & Adm., Zamosc, Poland
Abstract :
The knowledge base is a key element of many decision support systems. In the paper, we describe, the knowledge base implemented in the Copernicus system - a tool for computer-aided diagnosis of mental disorders based on data coming from psychometric tests, in the current version, coming from the Minnesota Multiphasic Personality Inventory (MMPI) test. This tool uses a variety of classification ways for differential interprofile diagnosis. Therefore, the knowledge base embodied in the tool is of different character. The special attention is focused on new elements added in the last version of the Copernicus system.
Keywords :
knowledge based systems; medical diagnostic computing; medical disorders; patient diagnosis; psychometric testing; Copernicus system; MMPI test; Minnesota Multiphasic Personality Inventory test; computer-aided diagnosis; interprofile diagnosis; knowledge base; mental disorders; psychometric tests; Accuracy; Algorithm design and analysis; Decision trees; Genetics; Indexes; Knowledge based systems; Neurons;
Conference_Titel :
Digital Technologies (DT), 2014 10th International Conference on
Conference_Location :
Zilina
DOI :
10.1109/DT.2014.6868724