# Development and validation of an interpretable machine learning model for predicting left atrial thrombus or spontaneous echo contrast in non-valvular atrial fibrillation patients

> Research article (PLoS ONE, 2025) · cited 19× · AI/ML

**Wikidata**: [openalex:W4406458710](https://www.wikidata.org/wiki/openalex:W4406458710)  
**Source**: https://4ort.xyz/entity/development-and-validation-of-an-interpretable-machine-learning-model-for-predicting-left-atrial-thrombus-or-spontaneous