# Deep Convolutional Neural Network-Based Automatic Classification of Neonatal Hip Ultrasound Images: A Novel Data Augmentation Approach with Speckle Noise Reduction

> Research article (Ultrasound in Medicine & Biology, 2019) · cited 55× · AI/ML

**Wikidata**: [openalex:W2997681807](https://www.wikidata.org/wiki/openalex:W2997681807)  
**Source**: https://4ort.xyz/entity/deep-convolutional-neural-network-based-automatic-classification-of-neonatal-hip-ultrasound-images-a-novel-data-augmenta