Rule Extraction in Diagnosis of Vertebral Column Disease
Y. Hamodi. International Journal on Recent and Innovation Trends in Computing and Communication, 3 (3):
1120--1124(March 2015)
DOI: 10.17762/ijritcc2321-8169.150350
Abstract
Computer aided diagnosis systems are getting importance in recent years. In this paper i worked on vertebral column disease (Disc Hernia, Spondylolisthesis) biomedical Dataset for disease diagnosis. i have results with a performance comparison among some of the best data mining techniques (classifying and clustering). Different type of classification algorithms gives very promising results (more than %90 accuracy) in disease diagnosis.
%0 Journal Article
%1 Issam_2015
%A Hamodi, Yaser Issam
%D 2015
%I Auricle Technologies, Pvt., Ltd.
%J International Journal on Recent and Innovation Trends in Computing and Communication
%K Vertebral algorithms classification clustering column data disease mining
%N 3
%P 1120--1124
%R 10.17762/ijritcc2321-8169.150350
%T Rule Extraction in Diagnosis of Vertebral Column Disease
%U http://dx.doi.org/10.17762/ijritcc2321-8169.150350
%V 3
%X Computer aided diagnosis systems are getting importance in recent years. In this paper i worked on vertebral column disease (Disc Hernia, Spondylolisthesis) biomedical Dataset for disease diagnosis. i have results with a performance comparison among some of the best data mining techniques (classifying and clustering). Different type of classification algorithms gives very promising results (more than %90 accuracy) in disease diagnosis.
@article{Issam_2015,
abstract = {Computer aided diagnosis systems are getting importance in recent years. In this paper i worked on vertebral column disease (Disc Hernia, Spondylolisthesis) biomedical Dataset for disease diagnosis. i have results with a performance comparison among some of the best data mining techniques (classifying and clustering). Different type of classification algorithms gives very promising results (more than %90 accuracy) in disease diagnosis.},
added-at = {2015-08-06T09:09:20.000+0200},
author = {Hamodi, Yaser Issam},
biburl = {https://www.bibsonomy.org/bibtex/21c6f3bfee138faa6149fe91ab350d3fc/ijritcc},
doi = {10.17762/ijritcc2321-8169.150350},
interhash = {63d627972e12c6724d9cac8db226fd46},
intrahash = {1c6f3bfee138faa6149fe91ab350d3fc},
journal = {International Journal on Recent and Innovation Trends in Computing and Communication},
keywords = {Vertebral algorithms classification clustering column data disease mining},
month = {march},
number = 3,
pages = {1120--1124},
publisher = {Auricle Technologies, Pvt., Ltd.},
timestamp = {2015-08-06T09:09:20.000+0200},
title = {Rule Extraction in Diagnosis of Vertebral Column Disease},
url = {http://dx.doi.org/10.17762/ijritcc2321-8169.150350},
volume = 3,
year = 2015
}