Package: cmR 1.1

Volker Schmid

cmR: Analysis of Cardiac Magnetic Resonance Images

Computes maximum response from Cardiac Magnetic Resonance Images using spatial and voxel wise spline based Bayesian model. This is an implementation of the methods described in Schmid (2011) <doi:10.1109/TMI.2011.2109733> "Voxel-Based Adaptive Spatio-Temporal Modelling of Perfusion Cardiovascular MRI". IEEE TMI 30(7) p. 1305 - 1313.

Authors:Volker Schmid [aut, cre]

cmR_1.1.tar.gz
cmR_1.1.zip(r-4.7-any)cmR_1.1.zip(r-4.6-any)cmR_1.1.zip(r-4.5-any)
cmR_1.1.tgz(r-4.6-any)cmR_1.1.tgz(r-4.5-any)
cmR_1.1.tar.gz(r-4.7-any)cmR_1.1.tar.gz(r-4.6-any)
cmR_1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
cmR/json (API)

# Install 'cmR' in R:

install.packages('cmR', repos = c('https://bioimaginggroup.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/bioimaginggroup/cmr/issues

Pkgdown/docs site:https://bioimaginggroup.github.io

Datasets:

cmrdata_sim - Simulated data for CMR package.
input_sim - Simulated data for CMR package.
maxresp_sim - Simulated data for CMR package.

On CRAN:

4.00 score 2 stars 9 scripts 303 downloads 7 exports 10 dependencies

Last updated from:68b32e4cfe. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	153
source / vignettes	OK	237
linux-release-x86_64	OK	143
macos-release-arm64	OK	95
macos-oldrel-arm64	OK	87
windows-devel	OK	100
windows-release	OK	102
windows-oldrel	OK	87
wasm-release	OK	100

Exports:bullseye cmr cmr.local cmr.space imageMBF pseudobullseye rmvnormcanon

Dependencies:dotCall64 fields lattice maps Matrix plotrix RColorBrewer Rcpp spam viridisLite

CMR usage on example data set

Simulate cmr data | Analysis

Rendered fromcmr-usage.html.asisusingR.rsp::asis

Last update: 2021-03-23
Started: 2021-03-23

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Bullseye plot	bullseye
Bayesian analysis of cardiovascular magnetic resonance imaging	cmr
Spline analysis of cardiovascular magnetic resonance imaging	cmr.local
Spatial spline analysis of cardiovascular magnetic resonance imaging	cmr.space
Simulated data for CMR package.	cmrdata_sim
Plotting of (voxelwise) cardiac MBF	imageMBF
Simulated data for CMR package.	input_sim
Simulated data for CMR package.	maxresp_sim
Pseudo bullseye plot	pseudobullseye
Draw random vectors from multivariate Gaussian in canonical form	rmvnormcanon