Integrated Machine Learning for Accurate Detection of Heart Stroke Diseases

• Published in: 2024 International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI) pp. 1 - 8
• Main Authors: A, Kavinilavu, Revathy, Ravi, Parthiban, M, Vishali, R, Malathi, G.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 09.05.2024
• Subjects: Accuracy; classification methods; enhancing prediction precision; Ensemble methods; feature manipulation methods; Heart; Logistic regression; machine learning techniques; Medical diagnostic imaging; predicting heart disease; Predictive models; regression modeling; Subject matter experts; Support vector machines; SVM; the random forest algorithm

Diseases such as CVD (Cardiovascular Diseases) are a major world's health concern that have recently resulted in high mortality rates in India and around the world. As a result, there is an urgent need for an accurate, trustworthy, and useful diagnostic system that can quickly detect these illn...