Dual-tree complex wavelet combined with non-local means for ASL fMRI denoising
Dual-tree complex wavelet combined with non-local means ASL fMRI denoising is a software toolbox that can denoise MR images, especially ASL fMRI images. The software:
(1) Reads and writes images in analyze format;
(2) Pre-processes ASL fMRI images and provides denoised images for further analysis;
(3) Achieves variable denoising outcomes by changing certain parameters;
(4) Can be employed for denoising other MR images, such as diffusion MRI,etc.
The method is described in the following paper:
Voxel-wise functional connectomics using arterial spin labeling fMRI: the role of denoising.
Xiaoyun Liang, Alan Connelly, Fernando Calamante, 2015. Brain connectivity. DOI: 10.1089/brain.2014.0290.
(1) Reads and writes images in analyze format;
(2) Pre-processes ASL fMRI images and provides denoised images for further analysis;
(3) Achieves variable denoising outcomes by changing certain parameters;
(4) Can be employed for denoising other MR images, such as diffusion MRI,etc.
The method is described in the following paper:
Voxel-wise functional connectomics using arterial spin labeling fMRI: the role of denoising.
Xiaoyun Liang, Alan Connelly, Fernando Calamante, 2015. Brain connectivity. DOI: 10.1089/brain.2014.0290.
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dt-cwt-nlm: dt-cwt-nlm release
https://www.nitrc.org/projects/dt-cwt-nlm posted by Xiaoyun Liang on Nov 22, 2016
dt-cwt-nlm: dt-cwt-nlm release
DT-CWT-NLM1.01.zip posted by Xiaoyun Liang on Nov 22, 2016
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DT-CWT-NLM1.0.zip posted by Xiaoyun Liang on May 29, 2015
dt-cwt-nlm: dt-cwt-nlm1.0 release
dt-cwt-nlm posted by Xiaoyun Liang on May 29, 2015