# A deep learning framework assisted echocardiography with diagnosis, lesion localization, phenogrouping heterogeneous disease, and anomaly detection

> Research article (Scientific Reports, 2023) · cited 58× · AI/ML

**Wikidata**: [openalex:W4313477998](https://www.wikidata.org/wiki/openalex:W4313477998)  
**Source**: https://4ort.xyz/entity/a-deep-learning-framework-assisted-echocardiography-with-diagnosis-lesion-localization-phenogrouping-heterogeneous-disea