Rheumatoid arthritis diagnosis based on intelligent system
Other Title(s)
تشخيص التهاب المفاصل الروماتويدي بالاستناد على نظام ذكي
Joint Authors
Abd al-Wahid, Sayf Husam
al-Jafari, Muhannad Adnan Muhammad
Ali, Amir H.
Source
Journal of Babylon University : Journal of Applied and Pure Sciences
Issue
Vol. 26, Issue 7 (31 Jul. 2018), pp.47-53, 7 p.
Publisher
Publication Date
2018-07-31
Country of Publication
Iraq
No. of Pages
7
Main Subjects
Abstract EN
The Rheumatoid Arthritis (RA) affects many people targeting their joints, especially small joints, and it targets all ages which it is more common in women.
This disease has many symptoms similar to other diseases.
Therefore, it is very hard to detect.
Also, the diagnostic tools are complex and uneconomical.
In this paper, artificial intelligence network used for diagnosis and early detection of RA in accordance with criteria developed by the American College of Rheumatology.
The best performance occurs with the minimum number of neurons required when the number of neurons is 6.
So that, the performance is equal to 3.8968x1010-.
When reducing the number of neurons to 5 or increasing to 8, the result is 0.0041 and 1.0611×10-10, respectively.
However, all results can be consider acceptable and indicate that the best choice from this structure will be 6 neurons in the form of complexity and accuracy.
American Psychological Association (APA)
Ali, Amir H.& al-Jafari, Muhannad Adnan Muhammad& Abd al-Wahid, Sayf Husam. 2018. Rheumatoid arthritis diagnosis based on intelligent system. Journal of Babylon University : Journal of Applied and Pure Sciences،Vol. 26, no. 7, pp.47-53.
https://search.emarefa.net/detail/BIM-1101296
Modern Language Association (MLA)
Ali, Amir H.…[et al.]. Rheumatoid arthritis diagnosis based on intelligent system. Journal of Babylon University : Journal of Applied and Pure Sciences Vol. 26, no. 7 (2018), pp.47-53.
https://search.emarefa.net/detail/BIM-1101296
American Medical Association (AMA)
Ali, Amir H.& al-Jafari, Muhannad Adnan Muhammad& Abd al-Wahid, Sayf Husam. Rheumatoid arthritis diagnosis based on intelligent system. Journal of Babylon University : Journal of Applied and Pure Sciences. 2018. Vol. 26, no. 7, pp.47-53.
https://search.emarefa.net/detail/BIM-1101296
Data Type
Journal Articles
Language
English
Notes
Record ID
BIM-1101296