most citedUncertainty estimations methods for a deep learning model to aid in clinical decision-making -- a clinician's perspective

3 citations · 3 across the 1 of their papers we have counts for

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1 paper

cs.LG2022★ 3 cited

Uncertainty estimations methods for a deep learning model to aid in clinical decision-making -- a clinician's perspective

Michael Dohopolski, Kai Wang, Biling Wang +5

Prediction uncertainty estimation has clinical significance as it can potentially quantify prediction reliability. Clinicians may trust 'blackbox' models more if robust reliability…