Alireza Norouzi

Exploiting Uncertainty of Deep Neural Networks for Improving Segmentation Accuracy in MRI Images

Deep neural networks have shown great achievements in solving complex problems. However, there are fundamental challenges which limit their real world applications. Lack of a measurable criterion for estimating uncertainty of the network predictions is one of these challenges. However, we can comput…