ejection fraction
PulseAugur coverage of ejection fraction — every cluster mentioning ejection fraction across labs, papers, and developer communities, ranked by signal.
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New method estimates uncertainty in echocardiography clinical metrics
Researchers have developed a new method for estimating uncertainty in echocardiography clinical metrics by focusing on contour sampling rather than traditional segmentation. This approach explicitly predicts contour loc…
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New AI models synthesize full cardiac MRI from single frame, ditching ECG gating
Two research papers introduce novel generative frameworks, PhaseFlow3D and PhaseFlow, for synthesizing complete 4D cardiac cine MRI sequences from a single end-diastolic 3D volume. These methods eliminate the need for e…
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New AI model predicts heart function from echocardiograms with high accuracy
Researchers have developed a novel method for predicting left ventricular ejection fraction (EF) using parasternal long-axis (PLAX) echocardiography, addressing the scarcity of labeled data in this area. By correlating …
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New method predicts ejection fraction from echocardiograms using scarce data
Researchers have developed a novel method to predict left ventricular ejection fraction (EF) from parasternal long-axis (PLAX) echocardiography, addressing the scarcity of relevant datasets. By correlating clinical note…
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New research questions interpretability of AI models in healthcare
Researchers have developed a new method to evaluate the interpretability of concept bottleneck models, particularly in clinical applications like echocardiography. They found that simply predicting an outcome accurately…