# Classification of normal sinus rhythm, abnormal arrhythmia and congestive heart failure ECG signals using LSTM and hybrid CNN-SVM deep neural networks

> Research article (Computer Methods in Biomechanics & Biomedical Engineering, 2020) · cited 137× · AI/ML

**Wikidata**: [openalex:W3087520086](https://www.wikidata.org/wiki/openalex:W3087520086)  
**Source**: https://4ort.xyz/entity/classification-of-normal-sinus-rhythm-abnormal-arrhythmia-and-congestive-heart-failure-ecg-signals-using-lstm-and-hybrid