# Using Ultrasound Image Augmentation and Ensemble Predictions to Prevent Machine-Learning Model Overfitting

> Research article (Diagnostics, 2023) · cited 17× · AI/ML

**Wikidata**: [openalex:W4317885865](https://www.wikidata.org/wiki/openalex:W4317885865)  
**Source**: https://4ort.xyz/entity/using-ultrasound-image-augmentation-and-ensemble-predictions-to-prevent-machine-learning-model-overfitting