Beck Depression Inventory Test Assessment Using Fuzzy Inference System

In this paper, the fuzzy Takagi-Sugeno method, one of fuzzy inference system, is proposed to evaluate beck depression inventory II test (BDI II-Test). BDI II-Test is an assessment tool by healthcare professionals and researchers to diagnose someone's depression level in the fields of psychology...

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Bibliographic Details
Main Authors: Ariyanti, R.D., Kusumadewi, S., Paputungan, I.V.
Format: Conference Proceeding
Language:English
Subjects:
Automatic testing
BDI-Test II
Biomedical informatics
Cognition
Fuzzy systems
Fuzzy Takagi-Sugeno
Medical services
Medical tests
Mood
Psychiatry
Psychology
System testing
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Summary:In this paper, the fuzzy Takagi-Sugeno method, one of fuzzy inference system, is proposed to evaluate beck depression inventory II test (BDI II-Test). BDI II-Test is an assessment tool by healthcare professionals and researchers to diagnose someone's depression level in the fields of psychology and psychiatry. In this case, all the depressed factors; emotional, cognitive, motivational, physical, and delusional; are compiled as fuzzy rules input variables. The sample test case has shown that the fuzzy inference system may help in diagnosing all the components resulted by BDI II Test, 21 questions to get membership values, to support the medical treatment decision.
ISSN:2166-0662
2166-0670
DOI:10.1109/ISMS.2010.12