# Machine learning in cardiovascular flows modeling: Predicting arterial blood pressure from non-invasive 4D flow MRI data using physics-informed neural networks

> Research article (Computer Methods in Applied Mechanics and Engineering, 2019) · cited 619× · AI/ML

**Wikidata**: [openalex:W2973886134](https://www.wikidata.org/wiki/openalex:W2973886134)  
**Source**: https://4ort.xyz/entity/machine-learning-in-cardiovascular-flows-modeling-predicting-arterial-blood-pressure-from-non-invasive-4d-flow-mri-data-