# A noninvasive hyperkalemia monitoring system for dialysis patients based on a 1D-CNN model and single-lead ECG from wearable devices

> Research article (Scientific Reports, 2025) · cited 13× · AI/ML

**Wikidata**: [openalex:W4406748510](https://www.wikidata.org/wiki/openalex:W4406748510)  
**Source**: https://4ort.xyz/entity/a-noninvasive-hyperkalemia-monitoring-system-for-dialysis-patients-based-on-a-1d-cnn-model-and-single-lead-ecg-from-wear