slugData Mining Techniques on Medical Data for Finding Locally Frequent Diseases
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2014, Vol 2, Issue 5
Abstract
In the last decade there has been increasing usage of data mining techniques on medical data for discovering useful patterns or trends which are used in decision making and diagnosis. Data mining techniques such as clustering, association rule mining, classification, regression, CART (Classification and Regression Tree) are extensively used in healthcare domain. Data mining algorithms, when aptly used, are capable of improving the quality of prediction, diagnosis and disease classification. The main aim of this paper is to analyze data mining techniques needed for medical data mining especially to find out the locally frequent diseases such as heart ailments, lung cancer, breast cancer and so on. We evaluate the data mining techniques for finding locally frequent patterns in terms of accuracy, cost, performance, and speed. We also compare data mining techniques with conventional methods.
Authors and Affiliations
Shashi Chhikara, Purushottam Sharma
Keywords
Related Articles
- EP ID EP18148
- DOI -
- Views 288
- Downloads 8
Optimization of Forming Process Parameters for Appropriate Distribution of Wall Thickness in Sheet Metal Component
While obtaining the final sheet metal component the defects are occurred in sheet metal forming process which are reduced by varying the forming process parameters by trial and error method. This causes loss in terms of...
slugSecurity issues and challenges in wireless sensor networks A review analysis
As these days, wireless sensor networks are growing at persistent rate. This technology is showing promising positive changes in futuristic communication and data transfer. One of the major applications of wireless sens...
Performance analysis of OADM based DWDM System
The Dense Wavelength Division Multiplexing (DWDM) system based on Optical Add-Drop Multiplexer (OADM) is presented. The effect of Loss on Q factor and BER for different fiber lengths is analyzed. Also the effect of Bit...
Design of Reconfigurable OFDM and CDMA Transceiver Based On FPGA
The rapid expansion in digital Wireless communications results in a demand for systems that are reliable and have a high spectral efficiency. To fulfill these demands, the multicarrier modulation scheme, often called Or...
Comparative Analysis of Supervised Approaches for Word Sense Disambiguation Using Text Similarity
The words that are often being correspond to two or more meanings rather than to a single meaning results in semantically-ambiguous words . Measuring the similarity between words, sentences , paragraphs is an important...