Patient Alert System To Predict And Alert Cardiovascular Disease Risk

This project uses the Random Forest algorithm to predict heart disease risk based on key health data. Using the Cleveland heart disease dataset and chi-square feature selection, the model achieved 88.5% accuracy. It also provides real-time alerts with patient location, aiding timely medical response and better decision-making.

Authors

Publication Details

Journal
International Journal on Science and Technology
Published
2025-06-08
DOI
https://doi.org/10.71097/ijsat.v16.i2.5978
Primary Topic
ECG Monitoring and Analysis
Type
article
Field-Weighted Citation Impact
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article

Patient Alert System To Predict And Alert Cardiovascular Disease Risk

S Karthikeyan, D. Saranya
International Journal on Science and Technology
ECG Monitoring and Analysis
article

Patient Alert System To Predict And Alert Cardiovascular Disease Risk

S Karthikeyan, D. Saranya
article en

Abstract

This project uses the Random Forest algorithm to predict heart disease risk based on key health data. Using the Cleveland heart disease dataset and chi-square feature selection, the model achieved 88.5% accuracy. It also provides real-time alerts with patient location, aiding timely medical response and better decision-making.

International Journal on Science and TechnologyVol. 16(2)
Openalex Percentile: Top 76%
ECG Monitoring and Analysis
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Patient Alert System To Predict And Alert Cardiovascular Disease Risk — S Karthikeyan, D. Saranya · International Journal on Science and Technology (2025) | TGRS Research Map | TGRS