Accurate and robust deep learning-based segmentation of the prostate clinical target volume in ultrasound images.

•Uncertainty estimation can benefit deep learning-based medical image segmentation.•Disagreement among an ensemble of models provides a good estimation of uncertainty.•Prior shape information can improve uncertain prostate segmentations in ultrasound.•Uncertainty in medical image segmentation is more due to limited data than noise.