Bayesian neural networks match or exceed frequentist performance on SHD classification from the EchoNext dataset while providing more robust uncertainty estimates for clinical triage.
Closing the last mile gap in access to multimodality imaging in rural settings: Design of theimagingcoreoftheriskunderlyingruralareaslongitudinalstudy
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Uncertainty-aware classification and triage of structural heart disease using electrocardiography and echocardiography metrics
Bayesian neural networks match or exceed frequentist performance on SHD classification from the EchoNext dataset while providing more robust uncertainty estimates for clinical triage.