occlusion is the function of occlusion method, referenced from Rieke et al., 2018 compute_occlusionmap is to compute the subject-level occlusion maps and group-level occlusion maps output_ROIs is to out put the ROIs of Glo-CNN based on heatmap (group-level occlusion map) brain_region.txt is the numbers and names of brain regions seg_in_template_space.nii.gz is the segmentation result of brain regions on template The template of brain image is too large so it haven't uploaded to the repository
reference: Rieke J, Eitel F, Weygandt M, et al. Visualizing convolutional networks for MRI-based diagnosis of Alzheimer’s disease[C]//Understanding and Interpreting Machine Learning in Medical Image Computing Applications: First International Workshops, MLCN 2018, DLF 2018, and iMIMIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings 1. Springer International Publishing, 2018: 24-31.