Alistair E. W. Johnson

MIMIC-IV-Echo: An Echocardiography Dataset Integrated with the MIMIC-IV Ecosystem

This work presents MIMIC-IV-Echo, a publicly available dataset of echocardiographic imaging and structured quantitative measurements linked to the MIMIC-IV clinical database, which supports a wide range of research applications in cardiovascular imaging, multimodal learning, phenotyping, and clinical outcome modeling.