Title :
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
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;
Conference_Titel :
World Automation Congress (WAC), 2010
Conference_Location :
Kobe
Print_ISBN :
978-1-4244-9673-0
Electronic_ISBN :
2154-4824
