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DESCRIPTION
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DESCRIPTION
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Package: ANTsR
Type: Package
Title: ANTs in R: Quantification Tools for Biomedical Images
Version: 0.6.1
Date: 2024-03-23
Authors@R: c(
person(c("Brian", "B"), "Avants", role = c("aut", "cre"), email = "[email protected]"),
person(c("Benjamin", "M"), "Kandel", role = "ctb"),
person(c("Jeff", "T"), "Duda", role = "ctb"),
person(c("Philip", "A"), "Cook", role = "ctb"),
person(c("Nicholas", "J"), "Tustison", role = "ctb"),
person(c("Dorian"), "Pustina", role = "ctb")
)
Maintainer: Brian B. Avants <[email protected]>
Description: ANTsR interfaces state of the art image processing with R
statistical methods. The project grew out of the need, at University of
Pennsylvania, to develop large-scale analytics pipelines that track provenance
from scanner to scientific study. ANTsR wraps an ANTs and ITK C++ core via Rcpp
to access these frameworks from within R and support reproducible analyses.
Specialized functionality in ANTsR includes image segmentation and
registration along imaging specific variations of principal component
and canonical correlation analysis.
License: Apache License 2.0
LazyLoad: yes
Depends:
R (>= 3.0),
methods
Imports:
ANTsRCore (>= 0.8.1),
dplyr,
graphics,
grDevices,
magrittr,
stats,
stringr,
utils,
rsvd
Suggests:
colormap,
magic,
abind,
BGLR,
caret,
cluster,
corpcor,
dplyr,
e1071,
fastICA,
fpc,
GGally,
ggplot2,
glasso,
ggpubr,
ggdendro,
grid,
igraph,
irlba,
knitr,
MASS,
Matrix,
mFilter,
moments,
patchwork,
pixmap,
png,
pbapply,
pracma,
randomForest,
RcppEigen,
RcppHNSW,
rgl,
rmarkdown,
robust,
robustbase,
signal,
sna,
testthat,
tools,
tsne,
viridis,
xgboost,
FNN
LazyData: TRUE
Remotes: ANTsX/ANTsRCore
VignetteBuilder: knitr
RoxygenNote: 7.3.2
Encoding: UTF-8