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A Survey on Various Classification Techniques for Clinical Decision Support System

by Chaitali Vaghela, Nikita Bhatt, Darshana Mistry
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 116 - Number 23
Year of Publication: 2015
Authors: Chaitali Vaghela, Nikita Bhatt, Darshana Mistry
10.5120/20498-2369

Chaitali Vaghela, Nikita Bhatt, Darshana Mistry . A Survey on Various Classification Techniques for Clinical Decision Support System. International Journal of Computer Applications. 116, 23 ( April 2015), 11-17. DOI=10.5120/20498-2369

@article{ 10.5120/20498-2369,
author = { Chaitali Vaghela, Nikita Bhatt, Darshana Mistry },
title = { A Survey on Various Classification Techniques for Clinical Decision Support System },
journal = { International Journal of Computer Applications },
issue_date = { April 2015 },
volume = { 116 },
number = { 23 },
month = { April },
year = { 2015 },
issn = { 0975-8887 },
pages = { 11-17 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume116/number23/20498-2369/ },
doi = { 10.5120/20498-2369 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:57:57.141646+05:30
%A Chaitali Vaghela
%A Nikita Bhatt
%A Darshana Mistry
%T A Survey on Various Classification Techniques for Clinical Decision Support System
%J International Journal of Computer Applications
%@ 0975-8887
%V 116
%N 23
%P 11-17
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Clinical Decision Support systems link health observations with health knowledge to determine health option by clinicians for improved health care. The main idea of Clinical Decision Support System is a set of rules derived from medical professionals applied on a dynamic knowledge. Data mining is well suited to give decision support for the healthcare. There are several classification techniques available that can be used for clinical decision support system. Different techniques are used for different diagnosis. In this paper, various classification techniques for clinical decision support system are discussed with example.

References
  1. Wyatt JC, Liu JL. J Epidemiol Community Health 2002; 56(11): 808-812, "Basic concepts in medical informatics"
  2. Characteristics of Clinical Decision Support System, en. wikipedia. org/wiki/Clinical_decision_support_system
  3. David Crockett, Ryan Johnson, and Brian Eliason, Analytics in health care, "What is Data mining in HealthCare?"
  4. Decision Support System, Iliad, www. openclinical. org/aisp_iliad. html
  5. Barnett GO, Cimino JJ, Hupp JA, Hoffer EP, JAMA. July 3, 1987. "DXplain. An evolving diagnostic decision-support system".
  6. A simultaneous consult on your patient's diagnosis, Simulconsult, www. simulconsult. com/
  7. Mr. P. A. Kharat, Dr. S. V. Dudul, IEEE 2011, Clinical Decision Support based on Jordan/Elman Network"
  8. Mrudula Gudadhe, Kapil Wankhade and Snehlata Dongre, IEEE 2010, Decision Support System for heart disease using support vector machine and artificial neural network"
  9. R. R. Janghel, Anupam Shukla and Ritu Tiwari, IEEE 2009, "Clinical Decision Support System for Fetal Delivery using artificial neural network"
  10. AY AI-Hyari, A. M. Al-Taee and M. A. Al-Taee, IEEE 2013, "Clinical Decision Support for diagnosis and management of Chronic Renal Failure"
  11. M. Maity, P. Sarkar and C. Chakraborty, IEEE 2012, "Computer-assisted approach to anemic erythrocyte classification using blood pathological information"
  12. Abeer Y. Al-Hyari, Ahmad M. Al-Taee and Majid A. Al-Taee, IEEE 2013, "Clinical Decision Support System for Diagnosis and Management of Chronic Renal Failure"
  13. G. Subbalakshmi, K. Ramesh and M. Chinna Rao, IJCSE 2011, "Decision Support in Heart Disease Prediction System using Naive Bayes"
  14. Hui-Ling Chen, Bo Yang, Jie Liu and Da-You Liu, Springer 2011, "A support vector machine classifier with rough set-based feature selection for breast cancer diagnosis"
  15. Aniele C. Ribeiro, Deborha P. Silva and Ernesto Araujo, IEEE 2014, "Fuzzy Breast Cancer Risk Assessment"
  16. Chang-Shing Lee and Mei-Hui Wang, IEEE 2011, "A Fuzzy Expert System for Diabetes Decision Support Application"
  17. S. U. Amin, K. Agarwal and R. Beg, IEEE 2013, "Genetic neural network based data mining in prediction of heart disease using risk factors"
  18. AZ Shabgahi and MS Abadeh, IEEE 2011, "Cancer Tumor Detection by Gene Expression Data Exploration using genetic Fuzzy System"
Index Terms

Computer Science
Information Sciences

Keywords

Clinical Decision Support System Data Mining Classification.

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