Integration of data, information and knowledge in intelligent patient monitoring

Expert Systems with Applications

Volumn 15, Issue 2, 1998, Pages 155-163

  Moret Bonillo, V ^a   Cabrero Canosa, M J ^a   Hernandez Pereira, E M ^a  

^a UNIVERSITY OF A CORUÑA   (Spain)

Author keywords

Artificial intelligence in medicine; Clinical decision making; Intelligent monitoring systems

Indexed keywords

EID: 0001139555     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0957-4174(98)00020-7     Document Type: Article

References (23)

1. Dawant B. M., Uckun S., Manders E. J., & Lindstrom D. P. (1993). SIMON: A distributed computer architecture for intelligent patient monitoring. Expert Systems with Applications, 6 (4), 411-420.
2. Pagan, L. M. (1980) VM: Representing time-dependent relations in a medical setting. Ph.D. thesis, Dept. Computer Science, Stanford University, CA.
3. Hayes-Roth, B., Washington, R., Ash, D., Hewett, R., Collinot, A., Vina, A. and Seiver, A. (1992). GUARDIAN: A Prototype Intelligent Agent for Intensive-care Monitoring. Artificial Intelligence in Medicine, (4), 165-185.
4. Hernandez-Pereira, E. M., Cabrero-Canosa, M. J. and Moret-Bonillo, V. (1994) Symbolic pre-processing and quantification of clinical parameters. In Proceedings of the 5th International Symposium on Biomedical Engineering, pp. 26-28.
5. Hernandez-Pereira, E. M. (1996) Adquisición de datos e información e Interconexión de módulos en el sistema experto PATRICIA. Master Thesis. Faculty of Informatics. University of A Coruna, A Coruna, Spain.
6. Hernández-Sande C., Moret-Bonillo V., & Alonso-Betanzos A. (1989). ESTER: An expert system for management of respiratory weaning therapy. IEEE Trans. Biomed. Engng, 36 (5), 559-564.
7. Larsson J. E., Hayes-Roth B., Gaba D. M., & Smith B. E. (1997). Evaluation of a medical diagnosis system using simulator test scenarios. Artificial Intell. Med., 11 (2), 119-140.
8. Mora F. A., Passariello G., Carrault G., & Le Pichon J. P. (1993). Intelligent patient monitoring and management systems: a review. IEEE Engng Med. Biol. Mag., 12 (4), 23-33.
9. Moret-Bonillo, V., Alonso-Betanzos, A. and Hernandez-Sande, C. (1989) Implementing cognitive procedures in diagnostic processes. In Proceedings of 11th Annual International Conference of IEEE Engineering in Medicine and Biology Society, pp. 1867-1868.
10. Moret-Bonillo V., & Alonso-Betanzos A. (1990). Uncertainty based approach for symbolic classification of numeric variables in intensive care units. J. Clin. Engng, 15 (5), 361-369.
11. Moret-Bonillo V., Alonso-Betanzos A., Arcay-Varela B., & Hernandez-Sande C. (1990). An approach to intensive care monitoring that combines deterministic and heuristic techniques. J. Clin. Engng, 15(1), 35-43.
12. Moret-Bonillo, V., Alonso-Betanzos, A., Truemper, E. J. and Searle, J. R. (1991) Computers in ICU monitoring: An intelligent semantic-based method. In Proceedings of 13th Annual International Conference of IEEE Engineering in Medicine and Biology Society, pp. 1637-1638.
13. Moret-Bonillo, V., Alonso-Betanzos, A., Truemper, E. J. and Searle, J. R. (1992a) Intelligent monitoring and symbolic representation of clinical knowledge: an application in acute ventilatory management. In J. Hedley-Whyte (Ed.), Operating Room and Intensive Care Alarms and Information Transfer. ASTM STP 1152, American Society for Testing and Materials, Philadelphia, pp. 39-45.
14. Moret-Bonillo, V., Alonso-Betanzos, A., Truemper, E. J., Garcia-Martin, E. and Pazos-Sierra, A. (1992b) PATRICIA: an expert system that incorporates a patient-oriented approach for the management of ICU patients. In Proceedings of 14th Annual International Conference of IEEE Engineering in Medicine and Biology Society, pp. 876-877.
15. Moret-Bonillo V., Alonso-Betanzos A., Garcia-Martin E., Guijarro-Berdiñas B., & Cabrero-Canosa M. J. (1993). The PATRICIA Project: A semantic-based methodology for intelligent monitoring in the ICU. IEEE Engng Med. Biol. Mag., 12 (4), 59-68.
16. Moret-Bonillo V., Alonso-Betanzos A., & Mosqueira-Rey E. (1997). Information analysis and validation of intelligent monitoring systems in Intensive Care Units. IEEE Trans Inform. Technol. Biomed., 2 (1), 1-13.
17. Nexpert Object, v. 2.0 Reference Manual (1991). Neuron Data, Palo Alto, CA.
18. Rudowski R., Fostell C., & Gill H. (1989). A knowledge-based support system for mechanical ventilation of the lungs. The KUSIVAR concept and prototype. Comput. Methods Prog. Biomed., 30, 59-70.
19. Sittig D. F., Gardner R. M., Pace N. L., Morris A. H., & Beck E. (1989). Computerized management of patient care in a complex controlled clinical trial in the intensive care unit. Comput. Methods Prog. Biomed., 30, 77-84.
20. Taylor, L. L. (1997). Client/server frequently asked questions, [On-line]. Available World Wide Web: http://www.abs.net/~lloyd/csfaq.txt.
21. Tong D. A. (1991). Weaning patients from mechanical ventilation. A knowledge-based system approach. Comput. Methods Prog. Biomed., 35, 267-278.
22. Tonnesen, A.S. (1996). Benefits of a Health Information Network [On-line]. Hermann Hospital/UTH-HSC, Houston, TX, USA. Available World Wide Web: http://oac3.hsc.uth.tmc.edu/~atonnese/benefits. html.
23. Wagner D. P., Wireland T. D., & Knans W. A. (1983). The hidden costs of treating severely ill patients: charges and resource consumption in an intensive care unit. Health Care Financ. Rev., 5, 81-86.