Ontological based clinical decision support system (CDSS) for weaning ventilator in Intensive Care Unit (ICU)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

Weaning from mechanical ventilation is a process of discontinuation or withdrawal from mechanical ventilation and it can be referred as the transition from ventilatory support to spontaneous breathing. The aim of this process is to reduce the support given by the mechanical ventilation as soon as possible to minimize mortality and morbidity, the use of resources and the costs of health care. Weaning from mechanical ventilator has been a critical issue since due its effect on over prolonged mechanical ventilation or premature weaning. It is because there is no standard for clinicians to decide when to begin a weaning process. Our review indicates that clinical decision support system (CDSS) can help clinicians to identify the earliest time when patients can be weaned from the mechanical ventilator. Recently, there is an increased request in using an ontological based system for CDSSs. This is because ontology can support a complex and semantic conceptual model for capturing and reusing information in computer application. In this paper we attempt to map a CDDS functions with clinical domain and proposed an ontological based CDSS for weaning ventilation.

Original languageEnglish
Title of host publicationProceedings of the 2011 International Conference on Electrical Engineering and Informatics, ICEEI 2011
DOIs
Publication statusPublished - 2011
Event2011 International Conference on Electrical Engineering and Informatics, ICEEI 2011 - Bandung
Duration: 17 Jul 201119 Jul 2011

Other

Other2011 International Conference on Electrical Engineering and Informatics, ICEEI 2011
CityBandung
Period17/7/1119/7/11

Fingerprint

Intensive care units
Decision support systems
Computer applications
Health care
Ventilation
Ontology
Semantics
Artificial Respiration
Costs

Keywords

  • Clinical Decision Support System (CDSS)
  • Mechanical Ventilator
  • Ontology
  • Weaning

ASJC Scopus subject areas

  • Information Systems
  • Electrical and Electronic Engineering

Cite this

Mahmud, F. B., Mohd. Yusof, M., & Mohd Noah, S. A. (2011). Ontological based clinical decision support system (CDSS) for weaning ventilator in Intensive Care Unit (ICU). In Proceedings of the 2011 International Conference on Electrical Engineering and Informatics, ICEEI 2011 [6021506] https://doi.org/10.1109/ICEEI.2011.6021506

Ontological based clinical decision support system (CDSS) for weaning ventilator in Intensive Care Unit (ICU). / Mahmud, Farahidayah Bt; Mohd. Yusof, Maryati; Mohd Noah, Shahrul Azman.

Proceedings of the 2011 International Conference on Electrical Engineering and Informatics, ICEEI 2011. 2011. 6021506.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mahmud, FB, Mohd. Yusof, M & Mohd Noah, SA 2011, Ontological based clinical decision support system (CDSS) for weaning ventilator in Intensive Care Unit (ICU). in Proceedings of the 2011 International Conference on Electrical Engineering and Informatics, ICEEI 2011., 6021506, 2011 International Conference on Electrical Engineering and Informatics, ICEEI 2011, Bandung, 17/7/11. https://doi.org/10.1109/ICEEI.2011.6021506
Mahmud FB, Mohd. Yusof M, Mohd Noah SA. Ontological based clinical decision support system (CDSS) for weaning ventilator in Intensive Care Unit (ICU). In Proceedings of the 2011 International Conference on Electrical Engineering and Informatics, ICEEI 2011. 2011. 6021506 https://doi.org/10.1109/ICEEI.2011.6021506
Mahmud, Farahidayah Bt ; Mohd. Yusof, Maryati ; Mohd Noah, Shahrul Azman. / Ontological based clinical decision support system (CDSS) for weaning ventilator in Intensive Care Unit (ICU). Proceedings of the 2011 International Conference on Electrical Engineering and Informatics, ICEEI 2011. 2011.
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