# Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environment

> Research article (JMIR Medical Informatics, 2021) · cited 72× · AI/ML

**Wikidata**: [openalex:W3156448175](https://www.wikidata.org/wiki/openalex:W3156448175)  
**Source**: https://4ort.xyz/entity/federated-learning-for-thyroid-ultrasound-image-analysis-to-protect-personal-information-validation-study-in-a-real-heal