niftynet.network.deepmedic module

class niftynet.network.deepmedic.DeepMedic(num_classes, w_initializer=None, w_regularizer=None, b_initializer=None, b_regularizer=None, acti_func='prelu', name='DeepMedic')

Bases: niftynet.network.base_net.BaseNet

reimplementation of DeepMedic:

Kamnitsas et al., “Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation”, MedIA ‘17

layer_op(images, is_training, layer_id=-1)