Cardiac arrhythmia detection from ECG signal using Siamese adversarial neural network

Author:

Digumarthi Jyothirmai,Gayathri V. M.,Pitchai R.

Publisher

Springer Science and Business Media LLC

Subject

Computer Networks and Communications,Hardware and Architecture,Media Technology,Software

Reference33 articles.

1. Parvaneh S, Rubin J, Babaeizadeh S, Xu-Wilson M (2019) Cardiac arrhythmia detection using deep learning: A review. J Electrocardiol 57:S70–S74

2. Pandey SK, Janghel RR (2019) Automatic detection of arrhythmia from imbalanced ECG database using CNN model with SMOTE. Australas Phys Eng Sci Med 42(4):1129–1139

3. Prakash AJ, Samit A (2019) A system for automatic cardiac arrhythmia recognition using electrocardiogram signal. In: Bioelectronics and medical devices. Woodhead Publishing, pp 891–911

4. Gupta V, Mittal M, Mittal V, Saxena NK (2021) A critical review of feature extraction techniques for ECG signal analysis. J Inst Eng (India): Ser B 102:1049–1060

5. Shukur BS, Mijwil MM (2023) Involving machine learning techniques in heart disease diagnosis: a performance analysis. Int J Electr Comput Eng 13(2):2177

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