Recovering HRFs from overlapping ROIs in fMRI data using thresholding correlations for sparse dictionary learning

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2015.7319700 ◽

2015 ◽

Author(s):

Adnan Shah ◽

Muhammad Usman Khalid ◽

Abd-Krim Seghouane

Keyword(s):

Dictionary Learning ◽

Fmri Data ◽

Sparse Dictionary Learning

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Statistical parametric mapping of FMRI data using sparse dictionary learning

2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro ◽

10.1109/isbi.2010.5490090 ◽

2010 ◽

Author(s):

Kangjoo Lee ◽

Jong Chul Ye

Keyword(s):

Dictionary Learning ◽

Statistical Parametric Mapping ◽

Fmri Data ◽

Parametric Mapping ◽

Sparse Dictionary Learning

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A single SVD sparse dictionary learning algorithm for FMRI data analysis

2014 IEEE Workshop on Statistical Signal Processing (SSP) ◽

10.1109/ssp.2014.6884576 ◽

2014 ◽

Author(s):

Muhammad Usman Khalid ◽

Abd-Krim Seghouane

Keyword(s):

Data Analysis ◽

Dictionary Learning ◽

Learning Algorithm ◽

Fmri Data ◽

Sparse Dictionary Learning ◽

Fmri Data Analysis

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A Novel Sparse Dictionary Learning Separation (SDLS) Model With Adaptive Dictionary Mutual Incoherence Constraint for fMRI Data Analysis

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2016.2533722 ◽

2016 ◽

Vol 63 (11) ◽

pp. 2376-2389 ◽

Author(s):

Nizhuan Wang ◽

Weiming Zeng ◽

Dongtailang Chen

Keyword(s):

Data Analysis ◽

Dictionary Learning ◽

Fmri Data ◽

Sparse Dictionary Learning ◽

Fmri Data Analysis

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Characterizing task-evoked and intrinsic functional networks from task-based fMRI data via two-stage sparse dictionary learning

2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) ◽

10.1109/isbi.2018.8363525 ◽

2018 ◽

Author(s):

Huan Liu ◽

Shijie Zhao ◽

Xi Jiang ◽

Shu Zhang ◽

Xintao Hu ◽

...

Keyword(s):

Dictionary Learning ◽

Fmri Data ◽

Functional Networks ◽

Two Stage ◽

Sparse Dictionary Learning

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Experimental Comparisons of Sparse Dictionary Learning and Independent Component Analysis for Brain Network Inference From fMRI Data

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2018.2831186 ◽

2019 ◽

Vol 66 (1) ◽

pp. 289-299 ◽

Author(s):

Wei Zhang ◽

Jinglei Lv ◽

Xiang Li ◽

Dajiang Zhu ◽

Xi Jiang ◽

...

Keyword(s):

Independent Component Analysis ◽

Dictionary Learning ◽

Network Inference ◽

Component Analysis ◽

Brain Network ◽

Independent Component ◽

Fmri Data ◽

Sparse Dictionary Learning ◽

Experimental Comparisons

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Estimation of hemodynamic response functions for un-delineated overlapping rois in fMRI data based on sparse dictionary learning

2013 IEEE 10th International Symposium on Biomedical Imaging ◽

10.1109/isbi.2013.6556823 ◽

2013 ◽

Author(s):

Adnan Shah ◽

Abd-Krim Seghouane

Keyword(s):

Dictionary Learning ◽

Hemodynamic Response ◽

Fmri Data ◽

Response Functions ◽

Sparse Dictionary Learning

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Removal of the twin image artifact in holographic lens-free imaging by sparse dictionary learning and coding

2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) ◽

10.1109/isbi.2017.7950625 ◽

2017 ◽

Author(s):

Benjamin D. Haeffele ◽

Sophie Roth ◽

Lin Zhou ◽

Rene Vidal

Keyword(s):

Dictionary Learning ◽

Image Artifact ◽

Sparse Dictionary Learning ◽

Holographic Lens

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Sparse Dictionary Learning for Blind Hyperspectral Unmixing

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2018.2878036 ◽

2019 ◽

Vol 16 (4) ◽

pp. 578-582 ◽

Author(s):

Yang Liu ◽

Yi Guo ◽

Feng Li ◽

Lei Xin ◽

Puming Huang

Keyword(s):

Dictionary Learning ◽

Hyperspectral Unmixing ◽

Sparse Dictionary Learning

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Shared and Subject-Specific Dictionary Learning (ShSSDL) Algorithm for Multisubject fMRI Data Analysis

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2018.2806958 ◽

2018 ◽

Vol 65 (11) ◽

pp. 2519-2528 ◽

Author(s):

Asif Iqbal ◽

Abd-Krim Seghouane ◽

Tulay Adali

Keyword(s):

Data Analysis ◽

Dictionary Learning ◽

Fmri Data ◽

Fmri Data Analysis ◽

Subject Specific

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3D CG Image Noise Removal and Quality Assessment Based on Sparse Dictionary Learning

2021 IEEE 3rd Global Conference on Life Sciences and Technologies (LifeTech) ◽

10.1109/lifetech52111.2021.9391834 ◽

2021 ◽

Author(s):

Norifumi Kawabata

Keyword(s):

Quality Assessment ◽

Dictionary Learning ◽

Noise Removal ◽

Image Noise ◽

Sparse Dictionary Learning

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