Advances in ECG and PCG-based cardiovascular disease classification: a review of deep learning and machine learning methods - Ameen, Asmaa; Fattoh, Ibrahim Eldesouky; Abd El-Hafeez, Tarek; Ahmed, Kareem (Journal of big data, 2024)
Keywords: Algorithms; Artificial intelligence; Artificial neural networks; Big Data; Blood pressure; Cardiovascular disease; Cardiovascular diseases; Classification; Communications Engineering; Computational Science and Engineering; Computer Science; Data mining; Data Mining and Knowledge Discovery; Database Management; Datasets; Death; Decision trees; Deep learning; ECG signals; Fatalities; Heart diseases; Information Storage and Retrieval; Machine learning; Mathematical Applications in Computer Science; Networks; Pattern recognition; PCG signals; Performance measurement; Phonocardiogram; Support vector machines; Survey; Deep learning; ECG signals; PCG signals; Electrocardiogram; Machine learning; Phonocardiogram; Cardiovascular diseases