A Fuzzy Pattern Application in Multiple Disease Diagnosis on Large Database: Review
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064


Amazon Sale


Research Paper | Computer Science & Engineering | India | Volume 2 Issue 12, December 2013

A Fuzzy Pattern Application in Multiple Disease Diagnosis on Large Database: Review

Namrata D. Ghuse, S. R. Gupta

Basically, the Medical diagnosis process can be interpreted as a decision making process, during which the physician induce the diagnosis of a new and unknown case from an available set of clinical data and from his/her clinical experience. Data mining techniques can extract relationships and patterns holding in this wealth of data, and thus be helpful in understanding the progression of diseases and the efficacy of the associated therapies. Traditionally the enormous quantities of medical data are utilized only for clinical and short term use. Medi-Query puts to use this vast storage of information so that diagnosis based on this historical data can be made. There are systems to predict diseases of the heart, brain and lungs based on past data collected from the patients. We focus on computing the probability of occurrence of a particular ailment from the medical data by mining it using a unique algorithm which increases accuracy of such diagnosis by combining Neural Networks, Bayesian Classification and Differential Diagnosis all integrated into one single approach. The system uses a Service Oriented Architecture (SOA) wherein the system components of diagnosis, information portal and other miscellaneous services provided are coupled.

Keywords: Differential Diagnosis, Bayesian Classification, SOA, LAMSTAR, K-NN Method

Edition: Volume 2 Issue 12, December 2013

Pages: 324 - 330

Share this Article

How to Cite this Article?

Namrata D. Ghuse, S. R. Gupta, "A Fuzzy Pattern Application in Multiple Disease Diagnosis on Large Database: Review", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=02013636, Volume 2 Issue 12, December 2013, 324 - 330

66 PDF Views | 53 PDF Downloads

Download Article PDF


Amazon Sale


Similar Articles with Keyword 'Differential Diagnosis'

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1708 - 1710

A Differential Diagnosis in Medical Field Using SOA and Classifier Techniques: A Review

Rashmi M. Jadhav, Roshani Ade

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 12, December 2013

Pages: 324 - 330

A Fuzzy Pattern Application in Multiple Disease Diagnosis on Large Database: Review

Namrata D. Ghuse, S. R. Gupta

Share this Article

Similar Articles with Keyword 'Bayesian Classification'

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015

Pages: 1846 - 1849

An Innovative Technique to Detect Malicious Applications in Android

Sharvari Prakash Chorghe, Dr. Narendra Shekokar

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 12, December 2013

Pages: 324 - 330

A Fuzzy Pattern Application in Multiple Disease Diagnosis on Large Database: Review

Namrata D. Ghuse, S. R. Gupta

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 10, October 2015

Pages: 374 - 377

Decision Support System for Industries using Naive Bayesian Classification with Laplace Smoothing

Y. Ratnavali, V. Valli Kumari

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 6, June 2013

Pages: 80 - 85

Classification of Cloud Data using Bayesian Classification

Krunal Patel, Rohit Srivastava

Share this Article

Research Paper, Computer Science & Engineering, Mexico, Volume 7 Issue 4, April 2018

Pages: 914 - 920

Hybrid Recommendation System based on Preferences and Consumer Location for the Restaurant Sector of Tlaxcala

Mary Cuecuecha, Saul Perez, Jose Hernandez, Federico Ramirez

Share this Article

Similar Articles with Keyword 'SOA'

Research Paper, Computer Science & Engineering, Ukraine, Volume 6 Issue 6, June 2017

Pages: 1217 - 1219

Architectural Solution of Time Management System in Test Driven Development Approach

Olena Kryvoruchko, Mykhailo Kostiuk, Mykola Tsiutsiura

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014

Pages: 1628 - 1631

A Survey On XML-Injection Attack Detection Systems

Swati Ramesh Kesharwani, Aarti Deshpande

Share this Article

Comparative Studies, Computer Science & Engineering, India, Volume 7 Issue 9, September 2018

Pages: 1312 - 1314

A Comparison of Streaming Sensory Data Transfer Methods in Remote Processing Environment

Arush Nagpal, Prashant Singh Rana

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 8, August 2014

Pages: 991 - 996

A Survey on Security and Complexity Overhead in Web Services

R. Krishnamoorthy, V. Aruna

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1708 - 1710

A Differential Diagnosis in Medical Field Using SOA and Classifier Techniques: A Review

Rashmi M. Jadhav, Roshani Ade

Share this Article

Similar Articles with Keyword 'LAMSTAR'

Review Papers, Computer Science & Engineering, India, Volume 6 Issue 12, December 2017

Pages: 1757 - 1761

Primary Factor Investigation for Decreasing the Computational Complexity of LAMSTAR DDoS

Dhanasekaran R, Balaji P

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 12, December 2013

Pages: 324 - 330

A Fuzzy Pattern Application in Multiple Disease Diagnosis on Large Database: Review

Namrata D. Ghuse, S. R. Gupta

Share this Article
Top