Results EchoCLIP is an echocardiography vision–language model trained with 1,032,975 video–text pairs derived from 224,685 echocardiography studies across 99,870 patients across a decade of clinical care (Table 1). In a self-supervised approach, EchoCLIP is trained on pairs of echocardiogram im...
These results underscore the limitations of relying solely on digital cine loops for interpreting echocardiograms in pts with non-sinus rhythm.doi:10.1016/S0735-1097(98)80835-8Wharton, W.WDonovan, C.LNicely, L.MKisslo, J.ARyan, TJournal of the American College of Cardiology...
High pretest probability of CAD, poor exercise capacity or low rate-pressure product, increased age, angina during stress, LV hypertrophy, history of infarction, history of CHF, and anti-ischemic therapy are factors known to increase risk in patients with normal stress echocardiogram results. † ...
The fluid resuscitation could be repeated if needed, after checking the persistence of preload dependence criteria. When the patient was no longer preload dependent (Δ LVOT VTI PLR < 10%), a second echocardiogram was performed (echocardiography 2) with conventional and 2D-strain measurements. The...
Neonatologists can use echocardiography for real-time assessment of the hemodynamic state of neonates to support clinical decision-making. There is a large body of evidence showing the shortcomings of conventional echocardiographic indices in neonates. N
Zhang, J.; Gajjala, S.; Agrawal, P.; Tison, G.H.; Hallock, L.A.; Beussink-Nelson, L.; Lassen, M.H.; Fan, E.; Aras, M.A.; Jordan, C.; et al. Fully Automated Echocardiogram Interpretation in Clinical Practice.Circulation2018,138, 1623–1635. [Google Scholar] [CrossRef] ...
BNP Test (Brain Natriuretic Peptide): If you have heart failure, you may have heard of a BNP test. Explore more about the uses of this blood test and learn how to interpret the results.
Results We trained a CNN model on a data set of more than 2.6 million echocardiogram images from 2850 patients to identify local cardiac structures, estimate cardiac function, and predict systemic risk factors (Fig.1). Echocardiogram images, reports, and measurements were obtained from an accredited...
In the absence of CMR, consider exercise stress testing, dobutamine stress echocardiogram, or a myocardial perfusion scan for evaluation of coronary artery disease in athletes with suspicion of prior MI or multiple risk factors for CAD. Complete left bundle branch block DCMHCMLVNCSarcoidosisMyocarditis...
A formal validation of a deep learning-based automated workflow for the interpretation of the echocardiogramThis study compares a deep learning interpretation of 23 echocardiographic parameters—including cardiac volumes, ejection fraction, and Doppler measurements—with three repeated measurements by core lab...