The week's pick
Reseach Article
Data Mining in Healthcare using Hybrid Approach
by
Monica Sharma,
Rajdeep Kaur
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 128 - Number 4 |
| Year of Publication: 2015 |
| Authors: Monica Sharma, Rajdeep Kaur |
10.5120/ijca2015906539
|
Monica Sharma, Rajdeep Kaur . Data Mining in Healthcare using Hybrid Approach. International Journal of Computer Applications. 128, 4 ( October 2015), 49-53. DOI=10.5120/ijca2015906539
@article{
10.5120/ijca2015906539,
author = {
Monica Sharma,
Rajdeep Kaur
},
title = { Data Mining in Healthcare using Hybrid Approach },
journal = {
International Journal of Computer Applications
},
issue_date = { October 2015 },
volume = { 128 },
number = { 4 },
month = { October },
year = { 2015 },
issn = { 0975-8887 },
pages = {
49-53
},
numpages = {9},
url = {
https://ijcaonline.org/archives/volume128/number4/22865-2015906539/
},
doi = { 10.5120/ijca2015906539 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:20:54.978092+05:30
%A Monica Sharma
%A Rajdeep Kaur
%T Data Mining in Healthcare using Hybrid Approach
%J International Journal of Computer Applications
%@ 0975-8887
%V 128
%N 4
%P 49-53
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract
Modern medicine generates a great deal of information stored in the medical database. Extracting useful data and making scientific decision for diagnosis and treatment of disease from the database increasingly becomes necessary. We propose a Heart diseases Prediction System for the society to prevent the cause of the death. So we are analyzing heart disease patient to identify which treatment is most effective one and provide better result.
References
- Abhishek Taneja 2013 ”Heart Disease Prediction System Using Mining Techniques”, Oriental Journal of Computer Science and Technology.
- Ahmed T. sadiq alobaidi, Noor thamer mahmood 2013.”Modified full Bayesian network classifiers for medical diagnosis” IEEE.
- David Cornforth, Mika Tarvainen, Herbert F.Jelinek. 2013 ”Computational intelligence methods for the identification of early cardiac autonomic neuropathy”, IEEE.
- G.Karthiga, C.Preethi, R.Delshi Howsalya Devi 2014 ”Heart Disease Analysis Sytem Using Data Mining Techniques”, International Conference on Innovations in Engineering and Technology IEEE
- Hanaa Elshazly, Ahmed taher azar, Abeer el-korany and aboul ella hassanien. 2013 .”Hybrid System for lymphatic diseases diagnosis”, IEEE.
- Hezlin Aryani Abd Rahman, Yap Bee Wah. 2012”Comparison of predictive models to predict survival of cardiac surgery patients”
- Hian Chye Koh and Gerald Tan 2012 ”Data Mining Applications in Health care”, Journal of healthcare information management vol.19,No.2
- Hlaudi Daniel Masthe, Mosima Anna Masethe. 2014 “Prediction of heart disease using classification algorithms
- Lin Li, Saeed Bagheri ,Helena Goote 2013 “Risk adjustment of patient expenditures ,Philips Research North America Briarcliff Manor, US IEEE
- Mai Shouman, Tim Turner ,Rob Stocker 2012 ”Using Data Mining Techniques In Heart Disease Diagnosis And Treatment”, School of Engineering and Information Technology University of New South Wales At the Australian Defence Force Academy Northcott Drive,ACT 2600 IEEE.
- M.Akhil jabbar,Priti Chandra,B.L Deekshatulu 2012 ”Prediction of Risk Score for Heart Disease Using Associative Classification and Hybrid Feature Subset Selection”, Aurora’s Engineering College Bhongir A.P,India,Advanced System Laboratory Hyderabad,IDRBT,RBI(Govt of INDIA) Hyderabad, IEEE.
- Mohammad Taha Khan,Dr. Shamimul Qamar and Laurent F.Massin. 2012 “A prototype of cancer/heart disease prediction model using data mining “
- Mythili, Dev Mukherji, Nikita Padalia ,and Abhiram Naidu. 2013 “Heart disease prediction model using SVM Decision tree logistic regression”.
- Ranganatha S., Pooja Raj H.R,Anusha C, Vinay S.K 2013 ”Medical data mining and analysis for heart diseases dataset using classification techniques”, Govt .Engineering College, Hassan INDIA,PES Institute of Technology, Banglore, INDIA
- R.Chitra and V. Seenivasagam 2013 ”Review of Heart Disease Prediction System Using Data Mining And Hybrid Intelligent Techniques”, Department of Computer Science and Engineering, Noorul Islam Center for Higher Education ,India.ICTACT Journal on Computing.
- Saba Bashir, Usman Qamar, M.Younus Javed. 2014 “Ensemble based decision support framework for intelligent heart disease diagnosis”, IEEE.
- Tina R. Patil, Mrs.S.S.Sherekar 2013 ”Performance analysis of Naïve bayes and J48 classification algorithm for data classification”.
- Vikas Chaurasia 2013 ”Early Prediction of Heart Diseases Using Data Mining Techniques”,Carib.j. Science technology,vol.1.
- V.Manikantan & S.Lanthan 2013 ”Predicting The Analysis of Heart Disease Symptoms Using Medicinal Data Mining Methods”, Department of Computer Science and Engineering, Mahendra Institute of Technology Tiruchengode, Namakkal, India, ISSN ,Vol -2.
- Xiao Fu,Yinzi Guiqiu, Qing Pan. 2011 ”A Computational modelfor heart failure stratification”.
- http://docs.oracle.com/cd/B28359_01/datamine.111/b28129/algodecisiontree.htm#DmC0N019
- http://docs.oracle.com/cd/B28359_01/datamine.111/b28129/classify.htm#110057465 available at: Data Mining Concepts
- http://stats.stackexchange.com/questions/23490/why-do-naivebayesian classifiers available at: cross validated.
- http://www.techopedia.com/defination/18829/decisiontabledetab
- http://www.cdc.gov/dhdsp/action_plan/pdf/action_planfull.pdf
- http://www.nimh.nih.gov/health/publications/depressionandheart-disease/depressionandheartdisease_142318.pdf.
- http://www.gov.uk/government/uploads/system/uploads/attachment_data/file/217118/93872900853-cvd-outcomes-web1.pdf.
Index Terms
Computer Science
Information Sciences
Keywords