# Effective Data Augmentation, Filters, and Automation Techniques for Automatic 12-Lead ECG Classification Using Deep Residual Neural Networks

> Research article (2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2022) · cited 10× · AI/ML

**Wikidata**: [openalex:W4295513005](https://www.wikidata.org/wiki/openalex:W4295513005)  
**Source**: https://4ort.xyz/entity/effective-data-augmentation-filters-and-automation-techniques-for-automatic-12-lead-ecg-classification-using-deep-residu