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Title: :  BIGDATA ANALYTICS FOR HEALTHCARE USING ARTIFICIAL NEURAL NETWORK
PaperId: :  20077
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 3 2023
DUI:    16.0415/IJARIIE-20077
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Miss.R.DivyaaBharathiErode Sengunthar Engineering College
Mr.B.Gobi SureshErode Sengunthar Engineering College
Dr.G.SaravananErode Sengunthar Engineering College
Mr.T.JhagavinErode Sengunthar Engineering College

Abstract

Computer Science and Engineering
Machine Learning, Support Vector Machine, K-Nearest Neighbor, Convolutional Neural Network.
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.

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IJARIIE 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 Volume 9 Issue 3 2023 Page 289-293
MLA 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 9.3(2023) : 289-293.
APA Miss.R.DivyaaBharathi, Mr.B.Gobi Suresh, 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.
Chicago 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 9, no. 3 (2023) : 289-293.
Oxford 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, 2023, p. 289-293. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/BIGDATA_ANALYTICS_FOR_HEALTHCARE_USING_ARTIFICIAL_NEURAL_NETWORK_ijariie20077.pdf (Accessed : ).
Harvard Miss.R.DivyaaBharathi, Mr.B.Gobi Suresh, Dr.G.Saravanan, and 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. 289-293IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/BIGDATA_ANALYTICS_FOR_HEALTHCARE_USING_ARTIFICIAL_NEURAL_NETWORK_ijariie20077.pdf (Accessed : )
IEEE 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, May-Jun 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/BIGDATA_ANALYTICS_FOR_HEALTHCARE_USING_ARTIFICIAL_NEURAL_NETWORK_ijariie20077.pdf [Accessed : ].
Turabian 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 [Online]. volume 9 number 3 ().
Vancouver 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 [Internet]. 2023 [Cited : ]; 9(3) : 289-293. Available from: https://ijariie.com/AdminUploadPdf/BIGDATA_ANALYTICS_FOR_HEALTHCARE_USING_ARTIFICIAL_NEURAL_NETWORK_ijariie20077.pdf
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