UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 6 Issue 4
April-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1904433


Registration ID:
202687

Page Number

219-225

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Title

ANN based Heart Disease Prediction System

Abstract

Artificial Intelligence techniques have been successfully employed in disease diagnosis, disease risk evaluation, patient monitoring, robotic handling of surgeries and predicting effect of new medicines. This paper proposes and evaluates Neural Networks for diagnosing Hypertension risk. Risk factors viz. Systolic and Diastolic Blood Pressure, Body Mass Index, Heart Rate, Cholesterol, Glucose, Stress, Diet have been taken as inputs to the system. The system classifies the input samples and predicts whether heart disease is present or absent. The results of proposed system have been compared with Neural Network in terms of Accuracy, Mean Square Error and Regression and found better. This qualitative approach is then integrated with genetic algorithm to diagnose the presence of the disease.

Key Words

ANN,GA

Cite This Article

"ANN based Heart Disease Prediction System", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 4, page no.219-225, April-2019, Available :http://www.jetir.org/papers/JETIR1904433.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"ANN based Heart Disease Prediction System", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 4, page no. pp219-225, April-2019, Available at : http://www.jetir.org/papers/JETIR1904433.pdf

Publication Details

Published Paper ID: JETIR1904433
Registration ID: 202687
Published In: Volume 6 | Issue 4 | Year April-2019
DOI (Digital Object Identifier):
Page No: 219-225
Country: THANE, Near Ashirwad hospital, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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