Arterial lesion segmentation

Perform arterial lesion segmentation using U-net.

arterialLesionSegmentation(
  image,
  antsxnetCacheDirectory = NULL,
  verbose = FALSE
)

Arguments

image	input histology image.
antsxnetCacheDirectory	destination directory for storing the downloaded template and model weights. Since these can be resused, if is.null(antsxnetCacheDirectory), these data will be downloaded to the subdirectory ~/.keras/ANTsXNet/.
verbose	print progress.

Value

segmentation and probability images

Author

Tustison NJ

Examples

if (FALSE) {
library( ANTsRNet )
library( keras )

image <- antsImageRead( "image.nii.gz" )
output <- arterialLesionSegmentation( image )
}