Conference proceeding
System theoretic approach to medical diagnosis
Computer-Based Medical Systems@m_Proceedings of the Fourth Annual IEEE Symposium, pp 94-96
1991
Abstract
A mathematical model for an adaptive expert system in anesthesia is presented. The concept of clusters that utilize clinical attributes in order to reduce the dimensionality of the patient's state-space is introduced. One goal of the model is to implement the existing categories and to identify and cluster categories as well as make the system adaptive to new and more optimal categories. Well-known techniques of pattern classification and cluster analysis are used on the measurable dataset to look for new categories or to readjust existing ones. Readjustment is required to optimize the existing categories to give the most efficient classification of the diseases.< >
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Details
- Title
- System theoretic approach to medical diagnosis
- Creators
- I Nevo - Einstein Medical Center PhiladelphiaA GuezF AhmedJ.V Roth
- Publication Details
- Computer-Based Medical Systems@m_Proceedings of the Fourth Annual IEEE Symposium, pp 94-96
- Conference
- Computer-Based Medical Systems, Fourth Annual IEEE Symposium, 4th
- Publisher
- IEEE Comput. Soc. Press
- Number of pages
- 1
- Resource Type
- Conference proceeding
- Language
- English
- Academic Unit
- Electrical and Computer Engineering
- Web of Science ID
- WOS:A1991BT51H00012
- Other Identifier
- 991019182647504721
InCites Highlights
Data related to this publication, from InCites Benchmarking & Analytics tool:
- Web of Science research areas
- Engineering, Electrical & Electronic
- Physics, Applied