DocumentCode
3489086
Title
Extraction of diagnostic rules using neural networks
Author
Sethi, I.K. ; Yoo, Jae H. ; Brickman, Chaim M.
Author_Institution
Dept. of Comput. Sci., Wayne State Univ., Detroit, MI, USA
fYear
1993
fDate
13-16 Jun 1993
Firstpage
217
Lastpage
222
Abstract
A neural learning methodology is presented that is capable of providing rules from learned weights. An application of this methodology to systematic lupus erythematosus is demonstrated. It is shown that the proposed approach can disregard irrelevant features in the data and can generate different criteria combinations indicating the presence of systemic lupus erythematosus in a patient
Keywords
medical diagnostic computing; medical expert systems; neural nets; diagnostic rules; learned weights; neural learning methodology; neural networks; systematic lupus erythematosus; Artificial neural networks; Computer networks; Data mining; Hospitals; Immune system; Induction generators; Laboratories; Medical diagnostic imaging; Multi-layer neural network; Neural networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer-Based Medical Systems, 1993. Proceedings of Sixth Annual IEEE Symposium on
Conference_Location
Ann Arbor, MI
Print_ISBN
0-8186-3752-8
Type
conf
DOI
10.1109/CBMS.1993.263016
Filename
263016
Link To Document