# Advanced deep learning framework for ECG arrhythmia classification using 1D-CNN with attention mechanism

> Research article (Knowledge-Based Systems, 2025) · cited 27× · AI/ML

**Wikidata**: [openalex:W4408437829](https://www.wikidata.org/wiki/openalex:W4408437829)  
**Source**: https://4ort.xyz/entity/advanced-deep-learning-framework-for-ecg-arrhythmia-classification-using-1d-cnn-with-attention-mechanism