# Methods for Improving Deep Learning-Based Cardiac Auscultation Accuracy: Data Augmentation and Data Generalization

> Research article (Applied Sciences, 2021) · cited 29× · AI/ML

**Wikidata**: [openalex:W3162681273](https://www.wikidata.org/wiki/openalex:W3162681273)  
**Source**: https://4ort.xyz/entity/methods-for-improving-deep-learning-based-cardiac-auscultation-accuracy-data-augmentation-and-data-generalization