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Detection of Cardiovascular Diseases in ECG Images Using Machine Learning and Deep Learning Methods

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Palestine Technical College
Abubaker M.B.; Babayigit B.
Abubaker, Mohammed B. (58170618100); Babayigit, Bilal (14010616400)
58170618100; 14010616400
2023
IEEE Transactions on Artificial Intelligence
Detection of Cardiovascular Diseases in ECG Images Using Machine Learning and Deep Learning Methods
4
2
373
382
Institute of Electrical and Electronics Engineers Inc.
Erciyes University, Department of Computer Engineering, Melikgazi, 38039, Turkey; Palestine Technical College, Gaza, P920, Palestine
Abubaker M.B., Erciyes University, Department of Computer Engineering, Melikgazi, 38039, Turkey, Palestine Technical College, Gaza, P920, Palestine; Babayigit B., Erciyes University, Department of Computer Engineering, Melikgazi, 38039, Turkey
M.B. Abubaker; Erciyes University, Department of Computer Engineering, Melikgazi, 38039, Turkey; email: mabubaker@ptcdb.edu.ps
183
10.1109/TAI.2022.3159505
Cardiovascular; deep learning; electrocar diogram (ECG) images; feature extraction; machine learning; transfer learning
Biomedical signal processing; Cardiology; Convolution; Decision trees; Deep neural networks; Diseases; Electrocardiography; Extraction; Heart; Learning algorithms; Learning systems; Nearest neighbor search; Support vector machines; Cardiovascular; Convolutional neural network; Deep learning; Electro-cardiogram image; Features extraction; Machine-learning; Transfer learning; Feature extraction