Open Access

ARTICLE

Ensemble Approach Combining Deep Residual Networks and BiGRU with Attention Mechanism for Classification of Heart Arrhythmias

Batyrkhan Omarov^1,2,*, Meirzhan Baikuvekov¹, Daniyar Sultan¹, Nurzhan Mukazhanov³, Madina Suleimenova², Maigul Zhekambayeva³

1 Department of Information Systems, Al-Farabi Kazakh National University, Almaty, 050040, Kazakhstan
2 Department of Mathematical and Computer Modeling, International Information Technology University, Almaty, 050040, Kazakhstan
3 Department of Software Engineering, Satbayev University, Almaty, 050013, Kazakhstan

* Corresponding Authors: Batyrkhan Omarov. Email: ,