Fig. 1.

Brief outline of the automatic brain extraction. We trained the model with two manually drawn bounding boxes on maximal intensity projection (MIP) images. ResNet-50, a convolutional neural network (CNN) was used for learning model. Internal validation of model was performed. Finally, the brain volume was extracted and spatially normalized to the template space