Predictive Confidence Estimation in Medical Image Segmentation: A Critical Evaluation of Model Reliability
The primary objective of prediction confidence estimation in medical image segmentation models is to assess the reliability of the predicted results. In the context of clinical practice, an exemplary model should possess both a high degree of accuracy and a robust correlation between its predictive confidence estimation and actual accuracy.
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