A heuristic rule-based approach for monitoring of hemodynamic data in cardiothoracic intensive care unit
Patients in Cardiothoracic Intensive Care Units (CICU) are physiologically weak and require watchful monitoring and support. Such monitoring generates massive amount of data that enable early detection of changes in the patient's condition and provide information that help medical staff to give...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
Universiti Utara Malaysia
2012
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| Online Access: | http://psasir.upm.edu.my/id/eprint/59745/1/CR239.pdf |
| _version_ | 1796977162962599936 |
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| author | Abdul Kadir, Rabiah Al Maweri, Abdul Rahman Ali Ali Dimon, Mohd Zamrin |
| author_facet | Abdul Kadir, Rabiah Al Maweri, Abdul Rahman Ali Ali Dimon, Mohd Zamrin |
| author_sort | Abdul Kadir, Rabiah |
| collection | UPM |
| description | Patients in Cardiothoracic Intensive Care Units (CICU) are physiologically weak and require watchful monitoring and support. Such monitoring generates massive amount of data that enable early detection of changes in the patient's condition and provide information that help medical staff to give the treatment and evaluate the response to medical interventions. The countless data gathered from monitoring systems and clinical information systems have created a challenge and are time consuming for clinicians to analyze. This paper discusses the implementation of an intelligent system that has been designed to improve interpretation of clinical data which will then increase the quality and efficiency of the working environment in CICU. The implementation is based on the description state from the cardiologist. This research work extends the cardiologist approach by providing the heuristic rules-based approach to address the treatment. The system is intended to help physicians and CICU staffs to diagnose and track the conditions of patients. |
| first_indexed | 2024-03-06T09:36:11Z |
| format | Conference or Workshop Item |
| id | upm.eprints-59745 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T09:36:11Z |
| publishDate | 2012 |
| publisher | Universiti Utara Malaysia |
| record_format | dspace |
| spelling | upm.eprints-597452018-03-21T08:15:38Z http://psasir.upm.edu.my/id/eprint/59745/ A heuristic rule-based approach for monitoring of hemodynamic data in cardiothoracic intensive care unit Abdul Kadir, Rabiah Al Maweri, Abdul Rahman Ali Ali Dimon, Mohd Zamrin Patients in Cardiothoracic Intensive Care Units (CICU) are physiologically weak and require watchful monitoring and support. Such monitoring generates massive amount of data that enable early detection of changes in the patient's condition and provide information that help medical staff to give the treatment and evaluate the response to medical interventions. The countless data gathered from monitoring systems and clinical information systems have created a challenge and are time consuming for clinicians to analyze. This paper discusses the implementation of an intelligent system that has been designed to improve interpretation of clinical data which will then increase the quality and efficiency of the working environment in CICU. The implementation is based on the description state from the cardiologist. This research work extends the cardiologist approach by providing the heuristic rules-based approach to address the treatment. The system is intended to help physicians and CICU staffs to diagnose and track the conditions of patients. Universiti Utara Malaysia 2012 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/59745/1/CR239.pdf Abdul Kadir, Rabiah and Al Maweri, Abdul Rahman Ali Ali and Dimon, Mohd Zamrin (2012) A heuristic rule-based approach for monitoring of hemodynamic data in cardiothoracic intensive care unit. In: Knowledge Management International Conference (KMICe) 2012, 4-6 July 2012, Johor Bahru, Malaysia. (pp. 657-660). |
| spellingShingle | Abdul Kadir, Rabiah Al Maweri, Abdul Rahman Ali Ali Dimon, Mohd Zamrin A heuristic rule-based approach for monitoring of hemodynamic data in cardiothoracic intensive care unit |
| title | A heuristic rule-based approach for monitoring of hemodynamic data in cardiothoracic intensive care unit |
| title_full | A heuristic rule-based approach for monitoring of hemodynamic data in cardiothoracic intensive care unit |
| title_fullStr | A heuristic rule-based approach for monitoring of hemodynamic data in cardiothoracic intensive care unit |
| title_full_unstemmed | A heuristic rule-based approach for monitoring of hemodynamic data in cardiothoracic intensive care unit |
| title_short | A heuristic rule-based approach for monitoring of hemodynamic data in cardiothoracic intensive care unit |
| title_sort | heuristic rule based approach for monitoring of hemodynamic data in cardiothoracic intensive care unit |
| url | http://psasir.upm.edu.my/id/eprint/59745/1/CR239.pdf |
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