# Predicting post-contrast information from contrast agent free cardiac MRI using machine learning: Challenges and methods

> Research article (Frontiers in Cardiovascular Medicine, 2022) · cited 17× · AI/ML

**Wikidata**: [openalex:W4288033811](https://www.wikidata.org/wiki/openalex:W4288033811)  
**Source**: https://4ort.xyz/entity/predicting-post-contrast-information-from-contrast-agent-free-cardiac-mri-using-machine-learning-challenges-and-methods