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Impact of Machine Learning and Data Mining in Healthcare


Affiliations
1 Department of Computer Science & Engineering, SET, Mody University of Science & Technology, Lakshmangarh, Sikar, Rajasthan, India
     

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To diagnose the chronic disease with the traditional approaches is getting obsoleted now a days and not providing the effective results. In order to get rid from the traditional approaches various machine learning and data mining approaches turning to be efficient one for diagnosing the chronic diseases like kidney failure, cancer, heart disease at a very early stage which is turning to be helpful for the decrement in the mortality rate. In this paper an attempt is made to provide the working mechanism of the various methods of machine learning and how they helpful in the healthcare sector.

Keywords

Classification, Clustering, Logistic Regression, SVM.
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  • Impact of Machine Learning and Data Mining in Healthcare

Abstract Views: 380  |  PDF Views: 0

Authors

Somil Jain
Department of Computer Science & Engineering, SET, Mody University of Science & Technology, Lakshmangarh, Sikar, Rajasthan, India
Puneet Kumar
Department of Computer Science & Engineering, SET, Mody University of Science & Technology, Lakshmangarh, Sikar, Rajasthan, India

Abstract


To diagnose the chronic disease with the traditional approaches is getting obsoleted now a days and not providing the effective results. In order to get rid from the traditional approaches various machine learning and data mining approaches turning to be efficient one for diagnosing the chronic diseases like kidney failure, cancer, heart disease at a very early stage which is turning to be helpful for the decrement in the mortality rate. In this paper an attempt is made to provide the working mechanism of the various methods of machine learning and how they helpful in the healthcare sector.

Keywords


Classification, Clustering, Logistic Regression, SVM.