BIGDATA ANALYTICS FOR HEALTHCARE USING ARTIFICIAL NEURAL NETWORK

Miss.R.DivyaaBharathi; Mr.B.Gobi Suresh; Dr.G.Saravanan; Mr.T.Jhagavin

BIGDATA ANALYTICS FOR HEALTHCARE USING ARTIFICIAL NEURAL NETWORK

May 2023

Vol-9, Issue-3

Paper ID: 20077

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Science and Engineering

Keywords

Machine Learning Support Vector Machine K-Nearest Neighbor Convolutional Neural Network.

Abstract

Chronic airway inflammation caused by diseases is known to cause episodic wheezing, throat tightness, coughing, and shortness of breath. In this study, a machine learning-based algorithm for predicting illness risk is presented (ML). From the provided data set, this project determines a link between the symptoms and prognosis. The link between the indoor PM and weather data is mapped to the discovered values using a (CNN) architecture. The root mean square and mean absolute error accuracy measures of the suggested method are compared to those of cutting-edge deep neural network (DNN)- based techniques. Additionally, the accuracy of the classification methods K-Nearest Neighbor and Support Vector Machine are carried out. The SVM, KNN, and CNN classification techniques used in the new data set help to better accurately predict the illnesses category. Python 3.7 is the coding language employed.

License

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Author Information

#	Name	Institute / Affiliation
1	Miss.R.DivyaaBharathi	Erode Sengunthar Engineering College
2	Mr.B.Gobi Suresh	Erode Sengunthar Engineering College
3	Dr.G.Saravanan	Erode Sengunthar Engineering College
4	Mr.T.Jhagavin	Erode Sengunthar Engineering College

How to Cite

Use the following formats to cite this article in your research.

APA Style

Miss.R.DivyaaBharathi, Suresh, Mr.B.Gobi, Dr.G.Saravanan, & Mr.T.Jhagavin (2023). BIGDATA ANALYTICS FOR HEALTHCARE USING ARTIFICIAL NEURAL NETWORK. International Journal of Advance Research and Innovative Ideas In Education, 9(3), 289-293.

MLA Style

Miss.R.DivyaaBharathi, et al. "BIGDATA ANALYTICS FOR HEALTHCARE USING ARTIFICIAL NEURAL NETWORK." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, 2023, pp. 289-293.

IEEE Style

Miss.R.DivyaaBharathi, Mr.B.Gobi Suresh, Dr.G.Saravanan, and Mr.T.Jhagavin, "BIGDATA ANALYTICS FOR HEALTHCARE USING ARTIFICIAL NEURAL NETWORK," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, pp. 289-293, 2023.

Vancouver Style

Miss.R.DivyaaBharathi, Suresh Mr.B.Gobi, Dr.G.Saravanan, Mr.T.Jhagavin. BIGDATA ANALYTICS FOR HEALTHCARE USING ARTIFICIAL NEURAL NETWORK. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(3):289-293.

Harvard Style

Miss.R.DivyaaBharathi, Suresh, Mr.B.Gobi, Dr.G.Saravanan, & Mr.T.Jhagavin (2023) 'BIGDATA ANALYTICS FOR HEALTHCARE USING ARTIFICIAL NEURAL NETWORK', International Journal of Advance Research and Innovative Ideas In Education, 9(3), pp. 289-293.

Chicago Style

Miss.R.DivyaaBharathi, et al. "BIGDATA ANALYTICS FOR HEALTHCARE USING ARTIFICIAL NEURAL NETWORK." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 289-293.

Turabian Style

Miss.R.DivyaaBharathi, et al. "BIGDATA ANALYTICS FOR HEALTHCARE USING ARTIFICIAL NEURAL NETWORK." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 289-293.