LaplaceDeconv: Laplace Deconvolution with Noisy Discrete Non-Equally Spaced Observations on a Finite Time Interval

Solves the problem of Laplace deconvolution with noisy discrete non-equally spaced observations on a finite time interval based on expansions of the convolution kernel, the unknown function and the observed signal over Laguerre functions basis. It implements the methodology proposed in the paper "Laplace deconvolution on the basis of time domain data and its application to Dynamic Contrast Enhanced imaging" by F. Comte, C-A. Cuenod, M. Pensky and Y. Rozenholc in ArXiv (http://arxiv.org/abs/1405.7107).

AuthorYves Rozenholc (University Paris Descartes), Marianna Pensky (University of Central Florida)
Date of publication2016-01-27 20:39:49
MaintainerYves Rozenholc <yves.rozenholc@parisdescartes.fr>
LicenseMIT + file LICENSE
Version1.0.4

View on CRAN

Functions

AIF, Man page
BuildLaguerreSystem Man page
delta, Man page
ex_dcemri Man page
EX_DCEMRI_t0, Man page
EX_DCEMRI_t0.rda, EX_DCEMRI_t1.rda Man page
EX_DCEMRI_t1, Man page
LagLaplaceDeconv, Man page
LagLaplaceDeconvolution, Man page
LagLaplDeconv Man page
LaguerreLaplaceConvolution Man page
LaguerreLaplaceDeconvolution, Man page
LaguerrePenalizedQR Man page
LaplaceConvolution Man page
LaplaceDeconv, Man page
LaplaceDeconvolution, Man page
LaplDeconv, Man page
MakeLaguerreMatrix Man page
sigma, Man page
times, Man page
TUM_1, Man page
TUM_2, Man page
TUM_3, Man page

Files

LaplaceDeconv
LaplaceDeconv/NAMESPACE
LaplaceDeconv/data
LaplaceDeconv/data/EX_DCEMRI_t1.rda
LaplaceDeconv/data/EX_DCEMRI_t0.rda
LaplaceDeconv/R
LaplaceDeconv/R/LagLaplaceDeconvolution.R
LaplaceDeconv/MD5
LaplaceDeconv/DESCRIPTION
LaplaceDeconv/man
LaplaceDeconv/man/MakeLaguerreMatrix.Rd LaplaceDeconv/man/LaplaceConvolution.Rd LaplaceDeconv/man/LaguerreLaplaceConvolution.Rd LaplaceDeconv/man/EX_DCEMRI_t0.rda-EX_DCEMRI_t1.rda.Rd LaplaceDeconv/man/LagLaplDeconv.Rd LaplaceDeconv/man/BuildLaguerreSystem.Rd
LaplaceDeconv/LICENSE

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