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Publications
Advancing cardiovascular AI through rigorous research and clinical validation. Explore our peer-reviewed publications and scientific contributions.
Strain Imaging


Fully automated AI echo vs 3D and human readers
Article | Jul 22, 2024 Echo is essential in cardiovascular medicine for screening, diagnosis, and monitoring. AI has the potential to reduce variability and analysis time. While 3D echo is becoming more accurate, 2D imaging still dominates clinical care. This study evaluates agreement in measures of LV volume and function between human readers, Us2.ai and the 3D Heart Model.
Nov 18, 2025


Fully automated AI assessment of the LV with contrast echo
Article | Apr 30, 2024 A study conducted at Christ Hospital Health Network and presented at ACC.24 showed good to excellent agreement between AI and experts assessments of LV volumes and ejection fraction in contrast echocardiograms.
Nov 18, 2025


AI estimation of invasive PCWP performed equally to human experts and may result in more frequent recognition of HFpEF
Article | Apr 24, 2024 Evaluating the performance of automated deep learning algorithms for measurement of echo estimators of invasively measured PCWP. Deep learning for HFpEF Detection
Nov 18, 2025


Automated echo strain AI measurements
Article | May 10, 2023 Strain is a sensitive measure of cardiac function, but clinical application remains limited due to expertise requirements and high variability. We showed AI Echo can automate generation and interpretation of strain.
Nov 18, 2025
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