These capabilities represent a substantial step toward understanding and applying foundation models in cardiovascular imaging for preliminary interpretation of echocardiographic findings.Similar content being viewed by others Deep learning interpretation of echocardiograms Article Open access 24 January 2020 A ...
These capabilities represent a substantial step toward understanding and applying foundation models in cardiovascular imaging for preliminary interpretation of echocardiographic findings.doi:10.1038/s41591-024-02959-yChristensen, MatthewDepartment of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center,...
There are many ways to calculate the valve area of aortic stenosis. The most commonly used methods involve measurements taken during echocardiography. For interpretation of these values, the area is generally divided by the body surface area, to arrive at the patient’s optimal aortic valve orifice...
However, the low existing prevalence of the disease places high demands on model performance to reduce the rate of costly false positives, something that has not been achieved to date. Here, we show a human-interpretation-free machine learning pipeline that accurately detects cardiac amyloidosis ...
In a follow up examination, a cardiologist reviews the DICOM images and measurements, compares them to memorized guideline values and make a diagnosis based on the interpretation made from the echocardiogram. The current workflow process for analyzing DICOM images, measuring cardiac structures in the ...
The inventive method and system provides a list of normal values for certain measurements of artificial heart valve functions, important to the interpretation of artificial heart valve echo studies, and also provides diagrammatic prompts to aid in the interpretation of certain Doppler echo measurements ...
Quantification of cardiac function is a crucial assessment addressed by echocardiography. However, it has significant variation in human interpretation.18,19The ejection fraction, a measure of the volume change in the left ventricle with each heart beat, is a key metric of cardiac function, but its...
The obtained results are presented in Section 4, followed by a comprehensive discussion and conclusion to summarize the findings and implications of the study. 2. Related Work Several studies have focused on the development of automatic interpretation and clinical evaluation systems for medical images ...
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