All functions

DesikanKillianyTourville

DesikanKillianyTourville

aal

AAL Labels

abpBrainExtraction()

An ants-based brain extraction script.

abpN4()

MR image bias correction based on the N4 algorithm.

pixeltype() `pixeltype<-`() components() `components<-`() spacing() `spacing<-`() direction() `direction<-`() origin() `origin<-`()

Extract Image Attributes pixeltype from antsImages

addNoiseToImage()

addNoiseToImage

adjusted_rvcoef()

Adjusted RV Coefficient

affineInitializer()

a multi-start optimizer for affine registration

alffmap()

alffmap

ants.set.seed()

Set seed for ANTsR functionality

antsApplyTransforms()

Apply transforms to images.

antsApplyTransformsToPoints()

Apply transforms to points.

antsAverageImages()

Computes average of image list

antsBOLDNetworkAnalysis()

a basic framework for network analysis that produces graph metrics

antsCompileFlags()

return ants compile flags

antsCopyImageInfo()

Copy header info

antsCopyImageInfo2()

Copy header info with different input order

antsDir()

return ANTs binary directory information

show(<antsImage>) initialize(<antsImage>)

An S4 class for an antsImage

antsImageClone()

Clone an antsImage.

antsGetSpacing() antsSetSpacing() antsGetOrigin() antsSetOrigin() antsGetDirection() antsSetDirection()

antsImageGetSet

antsImageHeaderInfo()

Read file info from image header

antsImageIterator()

antsImageIterator

antsImageIteratorGet()

antsImageIteratorGet

antsImageIteratorGetIndex()

antsImageIteratorGetIndex

antsImageIteratorGoToBegin()

antsImageIteratorGoToBegin

antsImageIteratorGoToReverseBegin()

antsImageIteratorGoToReverseBegin

antsImageIteratorIsAtEnd()

antsImageIteratorIsAtEnd

antsImageIteratorIsAtReverseEnd()

antsImageIteratorIsAtReverseEnd

antsImageIteratorNext()

antsImageIteratorNext

antsImageIteratorPrevious()

antsImageIteratorPrevious

antsImageIteratorRemaining()

antsImageIteratorRemaining

antsImageIteratorSet()

antsImageIteratorSet

antsImageIteratorSetIndex()

antsImageIteratorSetIndex

show(<antsImageIterator>) initialize(<antsImageIterator>)

An S4 class for an antsImageIterator

antsImageMutualInformation()

mutual information between two images

antsImagePhysicalSpaceConsistency()

Check for physical space consistency

antsImageRead()

Image Read

Summary(<antsImage>) max() min() range() prod() sum() any() all()

Summary for antsImage Objects

antsImageTypeCast()

Cast images to either a passed pixeltype or the most precise of the inputs

antsImageWrite()

Image Write

Math(<antsImage>) abs(<antsImage>) sign(<antsImage>) sqrt(<antsImage>) ceiling(<antsImage>) round(<antsImage>) floor(<antsImage>) trunc(<antsImage>) log(<antsImage>) log10(<antsImage>) log2(<antsImage>) acos(<antsImage>) asin(<antsImage>) atan(<antsImage>) acosh(<antsImage>) asinh(<antsImage>) atanh(<antsImage>) cos(<antsImage>) sin(<antsImage>) tan(<antsImage>) cosh(<antsImage>) sinh(<antsImage>) tanh(<antsImage>) cospi(<antsImage>) sinpi(<antsImage>) tanpi(<antsImage>) exp(<antsImage>) gamma(<antsImage>) lgamma(<antsImage>) `!`(<antsImage>)

Math for antsImage Objects

Arith(<antsImage>,<antsImage>) `+`(<antsImage>,<antsImage>) `-`(<antsImage>,<antsImage>) `*`(<antsImage>,<antsImage>) `/`(<antsImage>,<antsImage>) `^`(<antsImage>,<antsImage>) `%%`(<antsImage>,<antsImage>) `%/%`(<antsImage>,<antsImage>) Arith(<antsImage>,<numeric>) `+`(<antsImage>,<numeric>) `-`(<antsImage>,<numeric>) `*`(<antsImage>,<numeric>) `/`(<antsImage>,<numeric>) `^`(<antsImage>,<numeric>) `%%`(<antsImage>,<numeric>) `%/%`(<antsImage>,<numeric>) `+`(<numeric>,<antsImage>) `-`(<numeric>,<antsImage>) `*`(<numeric>,<antsImage>) `/`(<numeric>,<antsImage>) `^`(<numeric>,<antsImage>) `%%`(<numeric>,<antsImage>) `%/%`(<numeric>,<antsImage>) Arith(<antsImage>,<missing>) Arith(<numeric>,<antsImage>) Arith(<antsImage>,<logical>) Arith(<logical>,<antsImage>) Arith(<antsImage>,<array>) Arith(<array>,<antsImage>) Arith(<list>,<antsImage>) Arith(<antsImage>,<list>) `==`(<antsImage>,<antsImage>) `==`(<antsImage>,<list>) `==`(<antsImage>,<array>) `==`(<array>,<antsImage>) `==`(<antsImage>,<ANY>) `==`(<ANY>,<antsImage>) `>`(<antsImage>,<antsImage>) `>`(<antsImage>,<list>) `>`(<antsImage>,<array>) `>`(<array>,<antsImage>) `>`(<antsImage>,<ANY>) `>`(<ANY>,<antsImage>) `<`(<antsImage>,<antsImage>) `<`(<antsImage>,<list>) `<`(<antsImage>,<array>) `<`(<array>,<antsImage>) `<`(<antsImage>,<ANY>) `<`(<ANY>,<antsImage>) `!=`(<antsImage>,<antsImage>) `!=`(<antsImage>,<list>) `!=`(<antsImage>,<array>) `!=`(<array>,<antsImage>) `!=`(<antsImage>,<ANY>) `!=`(<ANY>,<antsImage>) `<=`(<antsImage>,<antsImage>) `<=`(<antsImage>,<list>) `<=`(<antsImage>,<array>) `<=`(<array>,<antsImage>) `<=`(<antsImage>,<ANY>) `<=`(<ANY>,<antsImage>) `>=`(<antsImage>,<antsImage>) `>=`(<antsImage>,<list>) `>=`(<antsImage>,<array>) `>=`(<array>,<antsImage>) `>=`(<antsImage>,<ANY>) `>=`(<ANY>,<antsImage>) is.na(<antsImage>) anyNA(<antsImage>) is.nan(<antsImage>) is.infinite(<antsImage>) is.finite(<antsImage>)

Operations for antsImage Objects

antsIncludes()

return ANTs installation information

antsLibs()

return ants library location

initialize(<antsMatrix>)

antsMatrix Class

antsMotionCalculation()

antsMotionCalculation

antsMotionCorr()

Motion Correction

antsRegion-class

An S4 class to hold a region of an antsImage

antsRegistration()

Perform registration between two images.

antsSetPixels()

Set a pixel value at an index

antsSpatialICAfMRI()

Perform spatial ICA on fMRI bold data.

antsTransformIndexToPhysicalPoint()

Get Spatial Point from Index

antsTransformPhysicalPointToIndex()

Get Index from Spatial Point

antsVersions

antsVersions

antspymm_nuisance_names()

return nuisance variable strings

antspymm_predictors()

Generate Predictors from ANTsPyMM Imaging Data

antspymm_qc_names()

Get Quality Control (QC) Metric Names

antspymm_simlr()

Perform SiMLR Analysis on Multimodal ANTsPyMM Data

antspymm_simlr_update_residuals()

Update Residuals for SiMLR

antspymm_vartype()

Determine the Variable Type Based on Its Name

antsrGetPointerName()

Return the antsImage pointer string

show(<antsrMetric>) initialize(<antsrMetric>)

An S4 class for image metrics between two antsImages

antsrMetricCreate()

antsrMetricCreate

antsrMetricGetDerivative()

antsrMetricGetDerivative

antsrMetricGetValue()

antsrMetricGetValue

antsrMetricInitialize()

antsrMetricInitialize

antsrMetricSetFixedImage()

antsrMetricSetFixedImage

antsrMetricSetFixedImageMask()

antsrMetricSetFixedImageMask

antsrMetricSetFixedTransform()

antsrMetricSetFixedTransform

antsrMetricSetMovingImage()

antsrMetricSetMovingImage

antsrMetricSetMovingImageMask()

antsrMetricSetMovingImageMask

antsrMetricSetMovingTransform()

antsrMetricSetMovingTransform

antsrMetricSetNumberOfHistogramBins()

antsrMetricSetNumberOfHistogramBins

antsrMetricSetRadius()

antsrMetricSetRadius

antsrMetricSetSampling()

antsrMetricSetSampling

antsrMotionCalculation()

antsrMotionCalculation

antsrSurf()

Render a function onto a surface.

show(<antsrTransform>) initialize(<antsrTransform>)

An S4 class for an antsrTransform

antsrTransformFromDisplacementField()

antsrTransformFromDisplacementField

antsrVersions

antsrVersions

antsrVol()

Render an image volume with or without overlay.

antsrimpute()

antsrimpute

apply()

Extension of apply to allow input of antsImage

applyAntsrTransform()

applyAntsrTransform

applyAntsrTransformToImage()

applyAntsrTransformToImage

applyAntsrTransformToPoint()

applyAntsrTransformToPoint

applyAntsrTransformToVector()

applyAntsrTransformToVector

apply_simlr_matrices()

Apply simlr matrices to an existing data frame and combine the results

apply_simlr_matrices_dtfix()

Apply simlr matrices to an existing data frame and combine the results with DTI naming fix.

as.antsImage()

Convert Objects into antsImage objects

as.antsMatrix()

Coerce Object to as.antsMatrix

dim(<antsImage>) as.numeric(<antsImage>) as.matrix(<antsImage>) as.array(<antsImage>) as.character(<antsImage>) as.factor(<antsImage>) factor(<antsImage>) as.data.frame(<antsMatrix>) as.matrix(<antsMatrix>) as.list(<antsMatrix>)

Coerce antsImage objects to array

aslAveraging()

Average ASL tag-control pairs to estimate perfusion

aslCensoring()

Censor bad volumes from ASL data.

aslDenoiseR()

WIP: data-driven denoising for ASL MRI

aslPerfusion()

ASL-based Perfusion from PASL, CASL or pCASL.

atropos()

FMM Segmentation

ba_svd()

No fail SVD function that switches to rsvd if svd fails

basicInPaint()

Inpaints missing imaging data from boundary data

bayesianCBF()

Uses probabilistic segmentation to constrain pcasl-based cbf computation.

bayesianlm()

Simple bayesian regression function.

bigLMStats()

Efficiently compute basic statistical inference from regressions with multiple outcomes

blockStimulus()

Block stimulus model for FMRI Data

bloodPerfusionSVD()

Calculate blood perfusion using deconvolution.

bold_correlation_matrix

BOLD Correlation Matrix

boxplot(<antsImage>)

Boxplot of Values in an Image

`[<-`(<antsImage>,<NULL>,<ANY>,<ANY>) `[<-`(<antsImage>,<logical>,<ANY>,<ANY>) `[<-`(<antsImage>,<array>,<ANY>,<ANY>) `[<-`(<antsImage>,<matrix>,<ANY>,<ANY>) `[<-`(<antsImage>,<list>,<ANY>,<ANY>) `[<-`(<antsImage>,<antsImage>,<ANY>,<ANY>) `[<-`(<antsImage>,<NULL>,<antsRegion>,<ANY>) `[<-`(<antsImage>,<logical>,<antsRegion>,<ANY>) `[<-`(<antsImage>,<array>,<antsRegion>,<ANY>) `[<-`(<antsImage>,<matrix>,<antsRegion>,<ANY>) `[<-`(<antsImage>,<NULL>,<NULL>,<numeric>) `[<-`(<antsImage>,<numeric>,<numeric>,<numeric>) `[<-`(<antsImage>,<numeric>,<NULL>,<numeric>) `[<-`(<antsImage>,<NULL>,<numeric>,<numeric>) `[<-`(<antsImage>,<numeric>,<missing>,<array>) `[<-`(<antsImage>,<missing>,<numeric>,<array>) `[`(<antsImage>,<NULL>,<ANY>,<ANY>) `[`(<antsImage>,<antsImage>,<ANY>,<ANY>) `[`(<ANY>,<antsImage>,<ANY>,<ANY>) `[`(<antsImage>,<logical>,<ANY>,<ANY>) `[`(<antsImage>,<ANY>,<ANY>,<ANY>) `[`(<antsImage>,<NULL>,<NULL>,<ANY>) `[`(<antsImage>,<numeric>,<numeric>,<ANY>) `[`(<antsImage>,<numeric>,<NULL>,<ANY>) `[`(<antsImage>,<NULL>,<numeric>,<ANY>) `[`(<antsImage>,<missing>,<numeric>,<ANY>) `[`(<antsImage>,<numeric>,<missing>,<ANY>) `[`(<antsImage>,<missing>,<missing>,<ANY>)

Extract or Replace Parts of antsImage Object

buildTemplate()

ANTs template building.

check_ants()

Check if antsImage or read in

clusterTimeSeries()

Split time series image into k distinct images

coerce_mask()

Simple Mask Maker

combineNuisancePredictors()

Combine and reduce dimensionality of nuisance predictors.

compcor()

Compcors the input matrix using SVD and returns the result.

composeAntsrTransforms()

composeAntsrTransforms

composeDisplacementFields()

composeDisplacementFields

composeTransformsToField()

Compose arbitrary transform list into a deformation field.

computeDVARS()

computeDVARS

computeDVARSspatialMap()

computeDVARSspatialMap

convolveImage()

convolve one image with another

corw()

produces a correlation matrix via weighted correlation.

createAntsrTransform()

createAntsrTransform

createJacobianDeterminantImage()

createJacobianDeterminantImage

createWarpedGrid()

Create a warped grid for visualization.

cropImage()

crop a sub-image via a mask

cropIndices()

crop a sub-image by image indices

crossvalidatedR2()

Cross-Validated R^2 value

cut(<antsImage>)

Perform Cut on an image

cvEigenanatomy()

Cross-validation method for eigenanatomy decompositions.

deconvolutionSVD()

Regularize SVD (deconvolution) solution of cerebral blood flow.

decropImage()

decrop a sub-image back into the full image

denoiseImage()

Denoise an image

density(<antsImage>)

Density of Values in an Image

displacementFieldFromAntsrTransform()

displacementFieldFromAntsrTransform

divide_by_column_sum()

Divide each column by the sum of column absolute values

eanatDef()

Eigenanatomy with deflation

eanatSelect()

Selection of n eigenvectors and sparsity for eigenanatomy

eigSeg()

Segmentation for eigenanatomy.

error_not_antsImage()

Stop if not an antsImage object

estSmooth()

Estimate image smoothness

euler()

Euler Character

exemplarInpainting()

Uses example images to inpaint or approximate an existing image.

exploratory_visualization()

Exploratory Clustering and Visualization

extractSlice()

extract a slice from an image

fMRINormalization()

Multi-run normalization, filtering and nuisance estimation for fMRI.

fastMarchingExtension()

Fast Marching Extension filter will extend an intensity or label image from a known region into the unknown region along a geodesic path

filterfMRIforNetworkAnalysis()

Basic pre-processing for BOLD or ASL-based network analysis.

fitBsplineDisplacementField()

fitBsplineDisplacementField

fitBsplineObjectToScatteredData()

fitBsplineObjectToScatteredData

fitThinPlateSplineDisplacementField()

fitThinPlateSplineDisplacementField

fitTimeVaryingTransformToPointSets()

fitTimeVaryingTransformToPointSets

fitTransformToPairedPoints()

fitTransformToPairedPoints

frequencyFilterfMRI()

Band pass filtering for BOLD image.

fsl2antsrTransform()

fsl2antsrTransform

functionalLungSegmentation()

Ventilation-based segmentation of hyperpolarized gas lung MRI.

fuzzySpatialCMeansSegmentation()

fuzzySpatialCMeansSegmentation

generateAifMaskImage()

Automatically generate an arterial input function mask.

geoSeg()

brain segmentation based on geometric priors

getANTsRData()

getANTsRData

getASLNoisePredictors()

Get nuisance predictors from ASL images

getAntsrTransformFixedParameters()

getAntsrTransformFixedParameters

getAntsrTransformParameters()

getAntsrTransformParameters

getAverageOfTimeSeries()

getAverageOfTimeSeries

getCenterOfMass()

center of mass

getCentroids()

Convert an image to the geometric centroids of its signal

getMask()

Get Mask

getMultiResFeatureMatrix()

build multiple resolution predictor matrix from feature images

getMultivariateTemplateCoordinates()

Label multivariate components by an anatomical coordinate system.

getNeighborhoodAtVoxel()

Get a hypercube neighborhood at a voxel

getNeighborhoodInMask()

Get neighborhoods for voxels within mask

getPixels()

Get Pixels

getTemplateCoordinates()

Define an anatomical coordinate system in a new image based on a template

getfMRInuisanceVariables()

Extract generic fMRI nuisance variables for ASL or BOLD

glm_impute()

Impute missing data using GLM models

gradient_invariant_orthogonality_defect()

Compute the Gradient of the Orthogonality Defect

gradient_invariant_orthogonality_salad()

Gradient of the Invariant Orthogonality Defect Measure

`%>%`

Pipe an object forward

hausdorffDistance()

hausdorffDistance

hemodynamicRF()

Linear Model for FMRI Data

hessianObjectness()

hessianObjectness

hist(<antsImage>)

Histogram of Values in an Image

histogramEqualizeImage()

histogramEqualizeImage

histogramMatchImage()

histogramMatchImage

histogramMatchImage2()

Transform image intensities based on histogram mapping.

iBind()

iBind

iMath()

iMath

iMathOps

Operations for iMath Operator

icawhiten()

Simple icawhitening function.

ilr()

Efficiently compute an image-based linear regression model (ilr)

ilr.predict()

Predict from ilr output

image2ClusterImages()

Converts an image to several independent images.

imageDomainToSpatialMatrix()

Image domain to spatial position

imageFileNames2ImageList()

Simple imageFileNames2ImageListing function.

imageListToMatrix()

Read Images into a Matrix

imageSimilarity()

imageSimilarity

imagesToMatrix()

Read Images into a Matrix

initializeEigenanatomy()

Convert a matrix to a form that can be used to initialize sparse cca and pca.

initializeSimlr()

Initialize simlr

.int_antsProcessArguments()

Processing arguments for command line parsing

integrateVectorField()

Integrate vector field

integrateVelocityField()

integrateVelocityField

interleaveMatrixWithItself()

Simple interleaveMatrixWithItself function.

interpret_simlr_vector()

Interpret SiMLR Vector

interpret_simlr_vector2()

Interpret SiMLR Vector

invariant_orthogonality_defect()

Calculate the invariant orthogonality defect that is zero for diagonal matrices

invertAntsrTransform()

invertAntsrTransform

invertDisplacementField()

invertDisplacementField

is.antsImage()

is.antsImage

jlfProp()

Propagate Joint Label Fusion (JLF) solutions through a time series

joinEigenanatomy()

Simple joinEigenanatomy function.

jointLabelFusion()

joint label and intensity fusion

jointSmoothMatrixReconstruction()

joint smooth matrix prediction

kellyKapowski()

Compute cortical thickness using the DiReCT algorithm.

kmeansSegmentation()

k means image segmentation.

knnSmoothImage()

k-nearest neighbors constrained image smoothing

knnSmoothingMatrix()

k-nearest neighbors constrained smoothing

labelClusters()

Simple labelClustering function.

labelGeometryMeasures()

labelGeometryMeasures

labelImageCentroids()

labelImageCentroids

labelOverlapMeasures()

labelOverlapMeasures

labelStats()

labelStats

labels2matrix()

Convert label image to a matrix

lappend()

Simple list append tool

load.ANTsR()

Load R sessions with ANTsR objects

localGyrificationIndex()

Local gyrification index.

localJointLabelFusion()

local joint label and intensity fusion

lowrankRowMatrix()

Produces a low rank version of the input matrix

make3ViewPNG()

Rotate an existing 3d window into different views.

makeGraph()

Simple function to create and measure a graph from a square input matrix.

makeImage()

Simple makeImage function.

makePointsImage()

Create label image from physical space points

makePowersPointsImage()

Label image from Powers points

maskImage()

Mask input image by mask image.

mask_values()

Simple Value extractor for antsImage Values

matrix2timeseries()

Simple matrix2timeseries function.

matrixToImages()

Convert rows of a matrix to images

mean(<antsImage>)

Mean for antsImage Objects

median(<antsImage>)

Median for antsImage Objects

mergeChannels()

merge images into a multiChannel antsImage

mergeListToNDImage()

mergeListToNDImage

mild()

Efficiently compute a multivariate, image-based (mixed) linear decompositition (mild)

milr()

Efficiently compute a multivariate, penalized image-based linear regression model (milr)

milr.predict()

Predict from a milr output

mni2tal()

Brett's mni2tal

morphology()

Morphological image operations

.motion_correction()

Simple motion_correction function.

mrvnrfs()

multi-res voxelwise neighborhood random forest segmentation learning

mrvnrfs.predict()

multi-res voxelwise neighborhood random forest segmentation

multiLabelMorphology()

Morphology on multi label images.

multiResRandomForestRegression()

multiple resolution neighborhood random forest regression

multichannelPCA()

Shape analysis of multichannel images based on PCA

multichannelToVector()

Convert multichannel antsImage to a vector.

multiscaleSVD()

Multi-scale svd

n3BiasFieldCorrection()

N3 bias field correction

n3BiasFieldCorrection2()

N3 Bias field correction

n4BiasFieldCorrection()

N4 bias field correction

networkEiganat()

Convenience wrapper for eigenanatomy decomposition.

orthogonalizeAndQSparsify()

Sparsify and optionally orthogonalize a matrix

orthogonalizeAndQSparsifyOld()

sparsify a matrix

pairwiseImageDistanceMatrix()

Simple pairwiseImageDistanceMatrix function for images

pairwise_matrix_similarity()

pairwise application of matrix similarity to matrix List projected onto a feature list

partialVolumeCorrection()

Perform partial volume correction for ASL images.

perfusionregression()

Perfusion Regression

petSUVR()

Compute SUVR from PET time series images

plot(<antsImage>)

Plotting an image slice or multi-slice with optional color overlay.

plotBasicNetwork()

Simple plotBasicNetwork function.

plotPrettyGraph()

Simple plotPrettyGraph function saves to png.

plot_features()

Plot Features

powers_areal_mni_itk

powers_areal_mni_itk

predictSimlr()

predict output matrices from simlr solution

preprocessRestingBOLD()

Preprocess resting BOLD fMRI image data.

preprocessfMRI()

Preprocess BOLD fMRI image data.

priorBasedSegmentation()

spatial prior-based image segmentation.

quantifyCBF()

quantifyCBF

quantifySNPs()

Simple quantifySNPs function.

quantile(<antsImage>)

Sample Quantiles

randcca()

randomized cca function.

randomMask()

Get a random mask

randsvd()

randomized svd function.

randwhiten()

randomized whitening function.

rankBasedMatrixSegmentation()

rank-based segmentation of a matrix

rankIntensity()

rank intensity transformation for an image

rapidlyInspectImageData()

Simple rapidlyInspectImageData function.

readAntsrTransform()

readAntsrTransform

readNormalizedPopulationData()

Read normalized population from h5 file or directory

read_simlr_data_frames()

Read a list of data frames from disk with SiMLR-specific naming convention

reflectImage()

reflectImage

reflectionMatrix()

reflectionMatrix

regressProjections()

Regression on image set projection

regularizeSimlr()

Automatically produce regularization matrices for simlr

reho()

REHO

renormalizeProbabilityImages()

Normalize (modified) probability images

reorientImage()

reorient image by its principal axis

resampleImage()

resampleImage

resampleImageToTarget()

resampleImageToTarget

resels()

Estimates image resels

rfSegmentation()

A rfSegmentation function.

rfSegmentationPredict()

A rfSegmentationPredict function.

rftPval()

RFT p-values

rftResults()

RFT Statistical Results

ri()

Minimal function for creating r images

robustMatrixTransform()

Simple robustMatrixTransform function.

rsfDenoise()

WIP: data-driven denoising for resting state fMRI

rvcoef()

RV Coefficient of Two Matrices

save.ANTsR()

Save R sessions including ANTsR objects

sd()

SD generic

segmentShapeFromImage()

convolution-based shape identification

segmentationRefinement.predict()

Segmentation refinement using corrective learning (prediction)

segmentationRefinement.train()

Segmentation refinement using corrective learning (training)

setAntsrTransformFixedParameters()

setAntsrTransformFixedParameters

setAntsrTransformParameters()

setAntsrTransformParameters

shorten_pymm_names()

shorter antspymm names

simlr()

Similarity-driven multiview linear reconstruction model (simlr) for N modalities

simlr.parameters()

Generate Parameter Grid for SIMLR Search

simlr.perm()

Assess Significance of SiMLR Call

simlr.search()

Perform SIMLR Grid Search

simlrU()

Compute the low-dimensional u matrix for simlr

simlr_feature_orth()

Compute the Average Invariant Orthogonality Defect for Multiple Features

simlr_impute()

Impute missing SiMLR data in a specified column based on other columns

simlr_path_models()

SiMLR Path Models helper

simulateDisplacementField()

simulateDisplacementField

skeletonize()

Skeletonize a binary segmentation.

smoothAppGradCCA()

cca via sparse smooth matrix prediction

smoothImage()

Smooth image

smoothMatrixPrediction()

smooth matrix prediction

smoothMultiRegression()

Reconstruct a n by k vector given n by p matrix of predictors.

smoothRegression()

smooth matrix-based regression

sparseDecom()

Convenience wrapper for eigenanatomy decomposition.

sparseDecom2()

Convenience wrapper for 2-view eigenanatomy decomposition.

sparseDecom2boot()

Convenience wrapper for 2-view eigenanatomy decomposition w/bootstrap initialization.

sparseDecomboot()

Convenience wrapper for eigenanatomy decomposition.

sparseDistanceMatrix()

Create sparse distance, covariance or correlation matrix

sparseDistanceMatrixXY()

Create sparse distance, covariance or correlation matrix from x, y

sparseRegression()

Sparse regression on input images.

spatialbayesianlm()

spatially constrained bayesian regression function.

splitChannels()

split a multichannel antsImage

splitData()

Split data for testing and training

splitMask()

split a mask into n labeled sub-masks

splitNDImageToList()

splitNDImageToList

statFieldThresh()

Produces a threshold value based on cluster or voxel level statistics

subgradientL1Regression()

Simple subgradientL1Regression function.

subjectDataToGroupDataFrame()

convert subject matrix data to a row in a dataframe.

subset(<antsImage>)

Subsetting antsImage Objects

sum_preserving_matrix_partition()

Sum preserving matrix partition

take_abs_unsigned()

Take Absolute Value of Unsigned Columns

taskFMRI()

Simple taskFMRI function.

temporalwhiten()

Simple autocorrelation-based temporal whitening function.

testEanat()

Test eigenanatomy in order

thresholdImage()

Threshold Image

timeseries2matrix()

Time-series image to matrix

timeseriesN3()

Run N3 on slices of timeseries.

timeserieswindow2matrix()

Time-series image to matrix of time windows around user-specified events

tracts

tracts

trapz()

Calculate the area under a sampled curve (or set of curves).

unique(<antsImage>)

Unique for antsImage Objects

usePkg()

Use any package. If package is not installed, this will install from CRAN.

var()

Variance generic

vectorToMultichannel()

Convert vector to multichannel antsImage.

vector_to_df()

Convert a Vector to a Data Frame

visualize_lowrank_relationships()

Visualize Low-Rank Relationships

visualize_permutation_test()

Visualize Permutation Test Results

vwnrfs()

voxelwise neighborhood random forest segmentation and prediction

vwnrfs.predict()

voxelwise neighborhood random forest prediction

weingartenImageCurvature()

image curvature for 2D or 3D

whiten()

Simple whitening function.

whiten_matrix()

Whitening Matrix

writeAntsrTransform()

writeAntsrTransform

writeNormalizedPopulationData()

Save normalized population data to a directory or h5 file

write_simlr_data_frames()

Write a list of data frames to disk with SiMLR-specific naming convention