# A novel hybrid CNN-transformer model for arrhythmia detection without R-peak identification using stockwell transform

> Research article (Scientific Reports, 2025) · cited 39× · AI/ML

**Wikidata**: [openalex:W4408204737](https://www.wikidata.org/wiki/openalex:W4408204737)  
**Source**: https://4ort.xyz/entity/a-novel-hybrid-cnn-transformer-model-for-arrhythmia-detection-without-r-peak-identification-using-stockwell-transform