Abstract
The necessity to develop fast, robust and accurate brain MR segmentation tools that require few parameters to adjust is essential since manual segmentation performed by neurologists is a time-consuming task. Among automatic methods, Deep Learning approaches have outperformed the state-of-the-art in many computer vision problems. Deep Learning techniques major disadvantage is that they usu…