The Caption Interpretation Automated Ejection Fraction Software uses AI to analyze transthoracic cardiac ultrasound images and automatically estimate the left ventricular ejection fraction. This helps clinicians in cardiac evaluations by providing a consistent and efficient measurement of heart function, aiding diagnosis and treatment decisions.
Used to process previously acquired transthoracic cardiac ultrasound images, to store images, and to manipulate and make measurements on images using an ultrasound device, personal computer, or DICOM-compliant PACS system to provide automated estimation of left ventricular ejection fraction, assisting clinicians in cardiac evaluation in adult patients.
The software applies machine learning algorithms to select image clips from cardiac ultrasound views (apical four chamber, two chamber, and parasternal long-axis), performs automated ejection fraction calculations, and outputs the ejection fraction as a percentage along with confidence metrics.
The software underwent extensive software verification and validation including algorithm performance testing on separate datasets, and clinical studies validating ejection fraction accuracy against accepted methods, meeting predefined acceptance criteria with performance comparable or superior to expert readers.
No predicate devices specified
Submission
3/9/2020
FDA Approval
7/22/2020
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