A medical probabilistic advisory system (MPAS) based on independent artificial intelligent techniques to support decision-making
Author
Source
International Journal of Intelligent Computing and Information Sciences
Issue
Vol. 20, Issue 1 (31 Jul. 2020), pp.28-43, 16 p.
Publisher
Ain Shams University Faculty of Computer and Information Sciences
Publication Date
2020-07-31
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Information Technology and Computer Science
Topics
Abstract EN
In this paper, an intelligent advisory system is used to make the decision depend on extracting the features of events by using artificial intelligence techniques.
The proposed system was applied in the training in medical institutions in the field of physical therapy.
X-ray images and their corresponding reports are used as events.
For X-ray images, the Co-occurrence matrix is used to extract the features and Evidential K-Nearest Neighboring Rule has used to features classification then stored in the database.
Whereas, the hidden Markov model is used to recognize the handwritten reports after their processing.
The probability theory is used to solve the feature's overlapping problem that makes it easier to knowledge base formation by experts.
The proposed system has been applied to different and several pathological patients of bone fractures and jaw and dental injuries.
Comparing the results with the experts has shown the high accuracy that characterizes the proposed system.
American Psychological Association (APA)
Amin, Ahmad E.. 2020. A medical probabilistic advisory system (MPAS) based on independent artificial intelligent techniques to support decision-making. International Journal of Intelligent Computing and Information Sciences،Vol. 20, no. 1, pp.28-43.
https://search.emarefa.net/detail/BIM-985457
Modern Language Association (MLA)
Amin, Ahmad E.. A medical probabilistic advisory system (MPAS) based on independent artificial intelligent techniques to support decision-making. International Journal of Intelligent Computing and Information Sciences Vol. 20, no. 1 (Jul. 2020), pp.28-43.
https://search.emarefa.net/detail/BIM-985457
American Medical Association (AMA)
Amin, Ahmad E.. A medical probabilistic advisory system (MPAS) based on independent artificial intelligent techniques to support decision-making. International Journal of Intelligent Computing and Information Sciences. 2020. Vol. 20, no. 1, pp.28-43.
https://search.emarefa.net/detail/BIM-985457
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 41-43
Record ID
BIM-985457