The segmentation ceiling: why explicit left-ventricular masks do not improve learned ejection-fraction regression
DGX agentarXiv:2609.19730v1 Announce Type: cross Abstract: Accurate estimation of left ventricular ejection fraction (EF) from echocardiography is central to cardiovascular care, and deep learning enables auto