# Convolutional neural network classification of ultrasound images by liver fibrosis stages based on echo-envelope statistics

> Research article (Frontiers in Physics, 2023) · cited 10× · AI/ML

**Wikidata**: [openalex:W4382397063](https://www.wikidata.org/wiki/openalex:W4382397063)  
**Source**: https://4ort.xyz/entity/convolutional-neural-network-classification-of-ultrasound-images-by-liver-fibrosis-stages-based-on-echo-envelope-statist