ResearchBenchmarksStructural Heart Disease Detection on Structural Heart Disease (SHD) Healthcare datasetStructural Heart Disease Detection on Structural Heart Disease (SHD) Healthcare datasetFollow0.83AUROC (ECG)Observed0.81960.82230.8250.8277May 22, 2025Evaluation resultsMethodMethodLinksAUROC (ECG)AUROC (CXR)AUROC (ECG + CXR)Unique Information (ECG)Unique Information (CXR)Shared InformationComplementary InformationObservedn=1024n=10242025.050.830.720.820.110.010.10ICYM²In=1024n=10242025.050.820.730.830.070.010.480.01