ResearchTasksLeft ventricular end-diastolic volume (LVEDV) estimationLeft ventricular end-diastolic volume (LVEDV) estimationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedCMR subsetEcho (clinical)0.82Pearson r3Feb 26, 2026Supervised learning literatureSupervised learning0.7R22Feb 26, 2026Clinical variability literatureClinical variability23LVEDV Bias (mL)1Feb 26, 2026All-comers (Echo/AI)self-supervised segmentation pipeline0.84Correlation (r)1Feb 26, 2026