![]() astype ( "float32" ) return volume def resize_volume ( img ): """Resize across z-axis""" # Set the desired depth desired_depth = 64 desired_width = 128 desired_height = 128 # Get current depth current_depth = img. get_fdata () return scan def normalize ( volume ): """Normalize the volume""" min = - 1000 max = 400 volume = max volume = ( volume - min ) / ( max - min ) volume = volume. load ( filepath ) # Get raw data scan = scan. Import nibabel as nib from scipy import ndimage def read_nifti_file ( filepath ): """Read and load volume""" # Read file scan = nib. ![]() Will be used when building training and validation datasets. Here we define several helper functions to process the data.
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