Package: MixfMRI
Version: 0.1-4
Date: 2024-10-16
Title: Mixture fMRI Clustering Analysis
Authors@R: c(person("Wei-Chen", "Chen", role = c("aut", "cre"), email =
        "wccsnow@gmail.com"),
        person("Ranjan", "Maitra", role = "aut", email = "maitra@iastate.edu"),
        person("Dan", "Nettleton", role = c("aut", "ctb")),
        person("Pierre", "Lafaye De Micheaux", role = c("aut", "ctb"),
	       comment = "Threshold functions from AnalyzeFMRI"),
        person("Jonathan L", "Marchini", role = c("aut", "ctb"),
               comment = "Threshold functions from AnalyzeFMRI"))
Depends: R (>= 4.0.0)
Imports: MASS, Matrix, RColorBrewer, fftw, MixSim, EMCluster
Enhances: pbdMPI (>= 0.3-4), oro.nifti
LazyLoad: yes
LazyData: yes
Description: Utilizing model-based clustering (unsupervised) for
        functional magnetic resonance imaging (fMRI) data. The
        developed methods (Chen and Maitra (2023)
        <doi:10.1002/hbm.26425>) include 2D and 3D clustering analyses
        (for p-values with voxel locations) and segmentation analyses
        (for p-values alone) for fMRI data where p-values indicate
        significant level of activation responding to stimulate of
        interesting. The analyses are mainly identifying active
        voxel/signal associated with normal brain behaviors. Analysis
        pipelines (R scripts) utilizing this package (see examples in
        'inst/workflow/') is also implemented with high performance
        techniques.
License: Mozilla Public License 2.0
BugReports: https://github.com/snoweye/MixfMRI/issues
URL: https://github.com/snoweye/MixfMRI
NeedsCompilation: yes
Maintainer: Wei-Chen Chen <wccsnow@gmail.com>
Config/pak/sysreqs: libfftw3-dev
Repository: https://snoweye.r-universe.dev
Date/Publication: 2024-10-17 01:36:41 UTC
RemoteUrl: https://github.com/snoweye/mixfmri
RemoteRef: HEAD
RemoteSha: 192785df3b236dc953041cd32f6a598c2febbf68
Packaged: 2026-06-03 07:43:29 UTC; root
Author: Wei-Chen Chen [aut, cre],
  Ranjan Maitra [aut],
  Dan Nettleton [aut, ctb],
  Pierre Lafaye De Micheaux [aut, ctb] (Threshold functions from
    AnalyzeFMRI),
  Jonathan L Marchini [aut, ctb] (Threshold functions from AnalyzeFMRI)