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
相关论文
共 50 条
  • [31] Ontology-based inference decision support system for emergency response in tunnel vehicle accidents
    Cui, Gongyousheng
    Zhang, Yuchun
    Tao, Haowen
    Yan, Xineng
    Liu, Zihao
    [J]. HELIYON, 2024, 10 (17)
  • [32] Constructing Ontology-Based Cancer Treatment Decision Support System with Case-Based Reasoning
    Shen, Ying
    Colloc, Joel
    Jacquet-Andrieu, Armelle
    Guo, Ziyi
    Liu, Yong
    [J]. SMART COMPUTING AND COMMUNICATION, SMARTCOM 2017, 2018, 10699 : 278 - 288
  • [33] Explainable Ontology-Based Intelligent Decision Support System for Business Model Design and Sustainability
    Hamrouni, Basma
    Bourouis, Abdelhabib
    Korichi, Ahmed
    Brahmi, Mohsen
    [J]. SUSTAINABILITY, 2021, 13 (17)
  • [34] Towards a Collaborative Ontology-Based Decision Support System to Foster Healthy and Tailored Diets
    Spoladore, Daniele
    Sacco, Marco
    [J]. BOOSTING COLLABORATIVE NETWORKS 4.0: 21ST IFIP WG 5.5 WORKING CONFERENCE ON VIRTUAL ENTERPRISES, PRO-VE 2020, 2021, 598 : 634 - 643
  • [35] An ontology-based multi-criteria decision support system to reconfigure manufacturing systems
    Mabkhot, Mohammed M.
    Amri, Sana Kouki
    Darmoul, Saber
    Al-Samhan, Ali M.
    Elkosantini, Sabeur
    [J]. IISE TRANSACTIONS, 2020, 52 (01) : 18 - 42
  • [36] DECISION SUPPORT SYSTEMS IN ONTOLOGY-BASED CONSTRUCTION OF WEB DIRECTORIES
    Horvat, Marko
    Gledec, Gordan
    Bogunovic, Nikola
    [J]. ICSOFT 2009: PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON SOFTWARE AND DATA TECHNOLOGIES, VOL 2, 2009, : 281 - 286
  • [37] An Ontology-Based Clinical Decision Support System for the Management of Patients with Multiple Chronic Disorders
    Galopin, Alexandre
    Bouaud, Jacques
    Pereira, Suzanne
    Seroussi, Brigitte
    [J]. MEDINFO 2015: EHEALTH-ENABLED HEALTH, 2015, 216 : 275 - 279
  • [38] An Ontology-Based Personalized Decision Support System for Use in the Complex Chronically Ill Patient
    Roman-Villaran, E.
    Perez-Leon, F. P.
    Escobar-Rodriguez, G. A.
    Martinez-Garcia, A.
    Alvarez-Romero, C.
    Parra-Calderon, C. L.
    [J]. MEDINFO 2019: HEALTH AND WELLBEING E-NETWORKS FOR ALL, 2019, 264 : 758 - 762
  • [39] Collaborative Design Approach for the Development of an Ontology-Based Decision Support System in Health Tourism
    Spoladore, Daniele
    Pessot, Elena
    Bischof, Michael
    Hartl, Arnulf
    Sacco, Marco
    [J]. SMART AND SUSTAINABLE COLLABORATIVE NETWORKS 4.0 (PRO-VE 2021), 2021, 629 : 632 - 639
  • [40] Ontology-based fuzzy decision agent and its application to meeting scheduling support system
    Lee, CS
    Wang, HC
    Chang, MJ
    [J]. CLASSIFICATION AND CLUSTERING FOR KNOWLEDGE DISCOVERY, 2005, 4 : 267 - 282