Acid-base balance evaluation system based on fuzzy inference

Author

Hatakeyama, Yutaka ; Kataoka, Hiromi ; Nakajima, Noriaki ; Watabe, Teruaki ; Okuhara, Yoshiyasu

Author_Institution

Center of Med. Inf. Sci., Kochi Univ., Kochi, Japan

fYear

2010

Firstpage

1

Lastpage

6

Abstract

An integrated evaluation system for acid-base balance is proposed based on laboratory results in medical practice. It provides degree of each disorder type in acid-base disorder based on fuzzy inference and the reason of each disorder with laboratory results except blood gas test. Evaluation experimental results for 11936 data taken in clinical laboratory of Kochi Medical School Hospital show that healthcare professional in clinical practice evaluates the results as the same as knowledge of clinical practice. The proposed system is a basic system of diagnostic support in evaluation for clinical examination.

Keywords

fuzzy set theory; inference mechanisms; medical computing; Kochi medical school hospital; acid base balance evaluation system; blood gas test; clinical examination; fuzzy inference; integrated evaluation system; medical practice; Blood; Educational institutions; Hospitals; Laboratories; Mathematical model; Medical diagnostic imaging; acid-base balance; fuzzy inference; medical data mining;

fLanguage

English

Publisher

ieee

Conference_Titel

World Automation Congress (WAC), 2010

Conference_Location

Kobe

ISSN

2154-4824

Print_ISBN

978-1-4244-9673-0

Electronic_ISBN

2154-4824

Type

conf

Filename

5665686