An Ontology-based Expert System for Decision Support in Cardiac Intensive Care Environments

被引:0
|
作者
Martinez-Romero, Marcos [1 ]
Vazquez-Naya, Jose M. [2 ]
Pereira, Javier [1 ]
Pazos, Alejandro [2 ]
Pereira, Miguel [3 ]
Banos, Gerardo [3 ]
机构
[1] Univ A Coruna, IMEDIR Ctr, Campus Elvina S-N, La Coruna 15071, Spain
[2] Univ Coru, Fac Comp Sci, Dept Informat & Commun Technol, E-15071 Corufia, Spain
[3] Resuscitat & Intens Care Meixoeiro Hosp, Anesthesiol Serv, Vigo 32600, Spain
关键词
knowledge based systems; expert systems; ontologies; ontology based reasoning; intensive care;
D O I
10.3233/978-1-61499-105-2-1360
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
When a patient enters a cardiac intensive care unit (CICU), either after heart surgery or due to a serious coronary disorder, he/she requires comprehensive care and constant monitoring to achieve a stable physiological state as soon as possible. Medical experts at CICUs usually have to make complex decisions in a short period of time, which frequently imply modifications on the dosage of drugs being supplied. Life of patients at CICUs depends largely on the wisdom of such decisions. However, mainly due to emotional stress and fatigue, experts sometimes make mistakes that lead to incorrect or inaccurate actions. This work presents an expert system based on a domain ontology that acquires the patient parameters from the patient monitor, analyzes them and provides the expert with a recommendation regarding the treatment that should be administered. If the expert agrees, the system modifies the drug infusion rates being supplied at the infusion pumps in order to improve the patient's physiological status.
引用
收藏
页码:1360 / 1369
页数:10
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