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celltrackR
View on CRAN: Click
here
Download and install celltrackR package within the R console
Install from CRAN:
install.packages("celltrackR")
Install from Github:
library("remotes")
install_github("cran/celltrackR")
Install by package version:
library("remotes")
install_version("celltrackR", "1.2.1")
Attach the package and use:
library("celltrackR")
Maintained by
Johannes Textor
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-03-31
Latest Update: 2022-03-21
Description:
Methods for analyzing (cell) motion in two or three dimensions.
Available measures include displacement, confinement ratio, autocorrelation,
straightness, turning angle, and fractal dimension. Measures can be applied to entire tracks,
steps, or subtracks with varying length. While the methodology has been developed for
cell trajectory analysis, it is applicable to anything that moves including animals,
people, or vehicles.
Some of the methodology implemented in this packages was described by:
Beauchemin, Dixit, and Perelson (2007) ,
Beltman, Maree, and de Boer (2009) ,
Gneiting and Schlather (2004) ,
Mokhtari, Mech, Zitzmann, Hasenberg, Gunzer, and Figge (2013) ,
Moreau, Lemaitre, Terriac, Azar, Piel, Lennon-Dumenil, and Bousso (2012) ,
Textor, Peixoto, Henrickson, Sinn, von Andrian, and Westermann (2011) ,
Textor, Sinn, and de Boer (2013) ,
Textor, Henrickson, Mandl, von Andrian, Westermann, de Boer, and Beltman (2014) .
How to cite:
Johannes Textor (2020). celltrackR: Motion Trajectory Analysis. R package version 1.2.1, https://cran.r-project.org/web/packages/celltrackR. Accessed 29 Jan. 2025.
Previous versions and publish date:
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imports, suggests or enhances
Complete documentation for celltrackR
Functions, R codes and Examples using
the celltrackR R package
Some associated functions: AngleAnalysis . BCells . Neutrophils . TCells . TrackMeasures . aggregate.tracks . analyzeCellPairs . analyzeStepPairs . angleCells . angleSteps . angleToDir . angleToPlane . angleToPoint . applyStaggered . as.data.frame.tracks . as.list.tracks . as.tracks.data.frame . beaucheminTrack . bootstrapTrack . boundingBox . brownianTrack . cellPairs . celltrackR . cheatsheet . clusterTracks . distanceCells . distanceSteps . distanceToPlane . distanceToPoint . filterTracks . getFeatureMatrix . hotellingsTest . interpolateTrack . maxTrackLength . normalizeToDuration . normalizeTracks . pairsByTime . plot.tracks . plot3d . plotTrackMeasures . prefixes . projectDimensions . read.tracks.csv . repairGaps . selectSteps . selectTracks . simulateTracks . sort.tracks . splitTrack . staggered . stepPairs . subsample . subtracks . subtracksByTime . timePoints . timeStep . trackFeatureMap . tracks . vecAngle . wrapTrack .
Some associated R codes: angle-functions.R . celltrackR-package.R . cluster-functions.R . data-structures.R . functions.R . internal.R . plotting-tracks.R . simulate-tracks.R . subtracks.R . track-measures.R . track-set-transformations.R . Full celltrackR package functions and examples
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