Ontology-based intelligent healthcare agent and its application to respiratory waveform recognition
作者： C LEE , M WANG
DOI: 10.1016/J.ESWA.2006.06.006
关键词:
摘要: In recent years, the population has been aging gradually, and number of patients with chronic respiratory disease grown increasingly; therefore healthcare plays an important role in clinical care. This paper presents ontology-based intelligent agent for waveform recognition to assist medical staff judging meaning graph reading from ventilators. The contains three modules, including ontology, ontology construction mechanism, fuzzy agent, classify waveform. represents domain knowledge, which will be utilized recognize by agent. mechanism infer numbers each patient or repository. Next, into different types waveforms. Finally, after confirmation experts, classified recognized results are stored experimental show that our approach can effectively.
acm.org
elsevier.com
sci-hub.se 参考文章(25)
Fabiane Bizinella Nardon, Lincoln A Moura, Knowledge sharing and information integration in healthcare using ontologies and deductive databases. Studies in health technology and informatics. ,vol. 107, pp. 62- 66 ,(2004) , 10.3233/978-1-60750-949-3-62
C LEE, C JIANG, T HSIEH, A genetic fuzzy agent using ontology model for meeting scheduling system Information Sciences. ,vol. 176, pp. 1131- 1155 ,(2006) , 10.1016/J.INS.2005.07.012
Paulo Félix, Senén Barro, Roque Marin, Fuzzy constraint networks for signal pattern recognition Artificial Intelligence. ,vol. 148, pp. 103- 140 ,(2003) , 10.1016/S0004-3702(03)00038-9
S. Barro, R. Marı́n, F. Palacios, R. Ruı́z, Fuzzy logic in a patient supervision system Artificial Intelligence in Medicine. ,vol. 21, pp. 193- 199 ,(2001) , 10.1016/S0933-3657(00)00085-3
Francisco Jesús Torralba-Rodrı́guez, Jesualdo Tomás Fernández-Breis, Rafael Valencia Garcı́a, Juana Marı́a Ruı́z-Sánchez, Rodrigo Martı́nez-Béjar, Juan Antonio Gómez-Rubı́, An ontological framework for representing and exploiting medical knowledge Expert Systems With Applications. ,vol. 25, pp. 211- 230 ,(2003) , 10.1016/S0957-4174(03)00048-4
Chang-Shing Lee, Chen-Yu Pan, An intelligent fuzzy agent for meeting scheduling decision support system Fuzzy Sets and Systems. ,vol. 142, pp. 467- 488 ,(2004) , 10.1016/S0165-0114(03)00201-X
H. Alani, Sanghee Kim, D.E. Millard, M.J. Weal, W. Hall, P.H. Lewis, N.R. Shadbolt, Automatic ontology-based knowledge extraction from Web documents IEEE Intelligent Systems. ,vol. 18, pp. 14- 21 ,(2003) , 10.1109/MIS.2003.1179189
Chang-Shing Lee, Yea-Juan Chen, Zhi-Wei Jian, Ontology-based fuzzy event extraction agent for Chinese e-news summarization Expert Systems With Applications. ,vol. 25, pp. 431- 447 ,(2003) , 10.1016/S0957-4174(03)00062-9
Christopher Brewster, Kieron O'Hara, None, Knowledge representation with ontologies: the present and future IEEE Intelligent Systems. ,vol. 19, pp. 72- 81 ,(2004) , 10.1109/MIS.2004.1265889
J. Presedo, J. Vila, S. Barro, F. Palacios, R. Ruiz, A. Taddei, M. Emdin, Fuzzy modelling of the expert's knowledge in ECG-based ischaemia detection Fuzzy Sets and Systems. ,vol. 77, pp. 63- 75 ,(1996) , 10.1016/0165-0114(95)00124-7