Journal of Nephrology & Therapeutics

Department of Computer Science and Information Technology, Kalasalingam Academy of Research and Education, Krishnankoil, Tamil Nadu, India

Publications

• Research Article   
  An Analysis of Collaborative Intelligent Decision Support System for Estimated Glomerular Chronic Kidney Disease
  Author(s): V Shanmugarajeshwari* and M Ilayaraja
  
  Computational Collaborative Healthcare data analytics is a method of methodical data analysis that allows healthcare specialists to discovery opportunities used for development in health system management processing the various information are stored. This proposed approach entails three parts comparable to preprocessing, attribute selection, classification algorithms. The goal of this work is to plan a machine-based diagnostic approach using machine learning technique. This method is developed to mining the risk factors of chronic kidney diseases. In this work, Random forest, SVM C5.0, Decision Tree, C4.5 and ANN algorithms were used to identify an early diagnosis of CKD patients. This work comparing other algorithms the best for Random forest algorithm with good accuracy and less time complexity... Read More»
  DOI: 10.37421/2161-0959.2022.12.398

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