Uncertainty-aware RL for chemical language models raises true hit rate from 0.5 to 0.75 by favoring low-uncertainty regions during optimization.
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2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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Bayesian neural networks match or exceed frequentist performance on SHD classification from the EchoNext dataset while providing more robust uncertainty estimates for clinical triage.
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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.