Ontology-based intelligent healthcare agent and its application to respiratory waveform recognition

Expert Systems with Applications

Volumn 33, Issue 3, 2007, Pages 606-619

  Lee, Chang Shing ^a   Wang, Mei Hui ^a  

^a NATIONAL UNIVERSITY OF TAINAN   (Taiwan)

Author keywords

Fuzzy inference; Fuzzy number; Intelligent healthcare agent; Ontology; Respiratory waveform

Indexed keywords

FUZZY INFERENCE; HEALTH CARE; INTELLIGENT AGENTS; PULMONARY DISEASES; WAVEFORM ANALYSIS;

FUZZY NUMBER; INTELLIGENT HEALTHCARE AGENTS; RESPIRATORY WAVEFORMS;

ONTOLOGY;

EID: 33947136879     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2006.06.006     Document Type: Article

References (29)

1. Alani H., Kim S., Millard D.E., Weal M.J., Hall W., Lewis P.H., et al. Automatic ontology-based knowledge extraction from web documents. IEEE Intelligent Systems 18 1 (2003) 14-21
2. Barro S., Marin R., Palacios F., and Rui'z R. Fuzzy logic in a patient supervision system. Artificial Intelligence in Medicine 21 1-3 (2001) 193-199
3. Brewster C., O'Hara K., Fuller S., Wilks Y., Franconi E., Musen M.A., et al. Knowledge representation with ontologies: the present and future. IEEE Intelligent Systems 19 1 (2004) 72-81
4. Burns S.M. Working with respiratory waveforms: how to use bedside graphics. AACN Clinical Issues 14 2 (2003) 133-144
5. Burstein M.H. Dynamic invocation of semantic web services that use unfamiliar ontologies. IEEE Intelligent Systems 19 4 (2004) 67-73
6. Chen H., and Yen J. Toward intelligent meeting agents. IEEE Computer 29 8 (1996) 62-70
7. Deshpande, V., (2005). Clinical utility of ventilator graphics. http://www.vsrc.org/VentilatorGraphic.doc.
8. Felix P., Barro S., and Marin R. Fuzzy constraint networks for signal pattern recognition. Artificial Intelligence 148 1-2 (2003) 103-140
9. Ferber J. Multi-agent systems (1999), Addison-Wesley, New York
10. Hameed A., Sleeman D., and Preece A. Detecting mismatches among experts' ontologies acquired through knowledge elicitation. Knowledge-Based Systems 15 5 (2002) 265-273
11. Huhns M.N., and Stephens L.M. Personal ontologies. IEEE Internet Computing 3 5 (1999) 85-87
12. Lee C.S., Chen Y.J., and Jian Z.W. Ontology-based fuzzy event extraction agent for chinese e-news summarization. Expert Systems with Applications 25 3 (2003) 431-447
13. Lee C.S., Jian Z.W., and Huang L.K. A fuzzy ontology and its application to news summarization. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 35 5 (2005) 859-880
14. Lee C.S., Jiang C.C., and Hsieh T.C. A genetic fuzzy agent using ontology model for meeting scheduling system. Information Sciences 176 9 (2006) 1131-1155
15. Lee C.S., Kuo Y.H., Liao C.H., and Jian Z.W. A chinese term clustering mechanism for generating semantic concepts of a news ontology. International Journal of Computational Linguistics and Chinese Language Processing 10 2 (2005) 277-302
16. Lee C.S., and Pan C.Y. An intelligent fuzzy agent for meeting scheduling decision support system. Fuzzy Sets and Systems 142 (2004) 467-488
17. McGowan P., Jefferies A., and Turley A. Respiratory system (2003), Mosby, New York
18. Nardon F.B., and Moura L.A. Knowledge sharing and information integration in healthcare using ontologies and deductive databases. Medinfo 1 1 (2004) 62-66
19. Navigli R., Velardi P., and Gangemi A. Ontology learning and its application to automated terminology translation. IEE Intelligent Systems 18 1 (2003) 22-31
20. Otero, A., Felix, P., Regueiro, C.V., Rodriguez, M., Barro, S., (2003). A model to perform knowledge-based temporal abstraction and over multiple signals. In 10th International Symposium on Temporal Representation and Reasoning and Fourth International Conference on Temporal Logic (p. 128).
21. Otero, A., Felix, P., Barro, S., Palacios, F. (2004). A tool for the analysis and synthesis of alarms in patient monitoring. In 7th International Conference on Information Fusion, Sweden (pp. 951-958).
22. Presedo J., Vila J., Barro S., Palacios F., Ruiz R., Taddei T., et al. Fuzzy modeling of the expert's knowledge in ECG-based ischaemia detection. Fuzzy Sets and Systems 77 1 (1996) 63-75
23. Rittner, F. 2005. Curves and loops in mechanical ventilation. http://www.draeger-medical.com/MT/internet/pdf/CareAreas/ CriticalCare/cc_loops_book_en.pdf.
24. Rodriguez F.J.T., Breis J.T.F., Garcia R.V., Sanchez J.M.R., Bejar R.M., and Rubi J.A.G. An ontological framework for representing and exploiting medical knowledge. Expert Systems with Applications 25 2 (2003) 211-230
25. Varshney U. Pervasive healthcare. IEEE Computer 36 12 (2003) 138-140
26. Witten I.H., and Frank E. Data mining (1999), Morgan Kaufman, New York
27. Yen J., and Langari R. Fuzzy logic (1999), Prentice-Hall, New Jersey
28. Zhou X., Wu Z., Yin A., Wu L., Fan W., and Zhang R. Ontology development for unified traditional chinese medical language system. Artificial Intelligence in Medicine 32 1 (2004) 15-27
29. Zimmermann H.J. Fuzzy set theory and its applications (1991), Kluwer, Boston