# DS-CNN: Dual-Stream Convolutional Neural Networks-Based Heart Sound Classification for Wearable Devices

> Research article (IEEE Transactions on Consumer Electronics, 2023) · cited 47× · AI/ML

**Wikidata**: [openalex:W4321488355](https://www.wikidata.org/wiki/openalex:W4321488355)  
**Source**: https://4ort.xyz/entity/ds-cnn-dual-stream-convolutional-neural-networks-based-heart-sound-classification-for-wearable-devices