AI-DRIVEN DETECTION OF CHRONIC HEART FAILURE VIA HEART SOUND ANALYSIS WITH CHRONIC NET
Keywords:
Heart Failure, Deep learning, Artificial Intelligence, Heart sound analysis, Chronic net.Abstract
Chronic heart failure (CHF) is a progressive condition characterized by the heart’s inability to pumpsufficient blood to meet the metabolic demands of tissues and organs. CHF has reached epidemicproportions, with its incidence increasing by approximately 2% annually. In developed countries, itaffects 1–2% of the total population and nearly 10% of individuals
References
Gjoreski, Martin, et al. "Machine learning and end-to-end deep learning for the detection of chronic heart failure from heart sounds." Ieee Access 8 (2020): 20313-20324.
Gahane, Aroh, and Chinnaiah Kotadi. "An Analytical Review of Heart Failure Detection based on Machine Learning." 2022 Second International Conference on Artificial Intelligence and Smart Energy (ICAIS). IEEE, 2022.
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Published
2025-04-15
How to Cite
Dr. P. Babu, K. Poojitha, D. Geethanjali, L. Harshini. (2025). AI-DRIVEN DETECTION OF CHRONIC HEART FAILURE VIA HEART SOUND ANALYSIS WITH CHRONIC NET . Journal of Computational Analysis and Applications (JoCAAA), 34(4), 1336–1343. Retrieved from https://www.eudoxuspress.com/index.php/pub/article/view/3132
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