Glance of Machine Learning Algorithms for Prediction of Heart Disease

Released on by Dr. P. Sujatha
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  • Glance of Machine Learning Algorithms for Prediction of Heart Disease Book Detail

  • Author : Dr. P. Sujatha
  • Release Date : 2020
  • Publisher :
  • Genre :
  • Pages : 0
  • ISBN 13 :
  • File Size : 39,39 MB
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Glance of Machine Learning Algorithms for Prediction of Heart Disease by Dr. P. Sujatha PDF Summary

Book Description: In the digital world, data has turn out to be a most important asset for all kinds of organization. All industries are relying on the data for their day to day operations. We are living in the era of data driven decisions. Most of the industries are generating huge amount of data, Healthcare is one among the top. Health care industries generates large amount of data. The main challenge in healthcare professional is to analyze the data effectively for better treatment process. Modern approach in the health care is to prevent the disease with early diagnosis instead of treatment after diagnosis. It is possible to provide better healthcare services at lower costs and increase patient satisfaction with the current technologies. Big data analytics, data mining and machine learning are recent technologies used by healthcare professionals to analyze the data quickly and make better decisions on patient's treatment process. These technologies are used to automate the prediction and diagnosis of disease. Heart diseases are the most prominent reason for death in the world. In the last few decades heart diseases have emerged as life threatening disease. It is preventable if the disease is predicted in the early stage. Early prediction and diagnosis of heart disease can save human life. In recent years many research works have been done using data mining and machine learning algorithms to prevent and predict non communicable diseases like cancer, heart disease, stress, diabetes etc. The objective of this study is to provide glimpse about heart disease, types of heart disease, heart disease prediction factors and various Machine learning algorithms for heart disease prediction. This research paper is also analyzing various existing research works in machine learning algorithms to predict heart diseases.

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