Bayesian uncertainty estimation improves clinical decision making in medical AI agents

Frederik Hauke, Patrick Wienholt, Christiane Kuhl +4

Machine learning models for medical image analysis typically lack a reliable measure of confidence, limiting their use in ambiguous or atypical cases. Here we show that Monte Carlo…