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Balancing Imbalanced ECG Data Using Generative Adversarial Networks for Improved Arrhythmia Classification

Journal: International Journal of Trend in Scientific Research and Development (Vol.9, No. 3)

Publication Date:

Authors : ;

Page : 1286-1292

Keywords : Adversarial training; EDA (Easy Data Augmentation); class imbalance; going to get some rhythm into cardiac arrhythmia classification and ECG analysis; Machine Learning with LightGBM; XGBoost; and Random Forest;

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Abstract

URL: https://www.ijtsrd.com/papers/ijtsrd97130.pdf Paper URL: https://www.ijtsrd.com/computer-science/artificial-intelligence/97130/balancing-imbalanced-ecg-data-using-generative-adversarial-networks-for-improved-arrhythmia-classification/abhishek-kumar

Last modified: 2025-07-22 19:08:05