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Topological Data Analysis for Multivariate Time Series Data

Entropy (Basel, Switzerland), 2023-11, Vol.25 (11), p.1509

2023

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Unified topological inference for brain networks in temporal lobe epilepsy using the Wasserstein distance

NeuroImage (Orlando, Fla.), 2023-12, Vol.284, p.120436-120436, Article 120436

2023

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Exact topological inference of the resting-state brain networks in twins

Network neuroscience (Cambridge, Mass.), 2019-01, Vol.3 (3), p.674-694

2019

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Greater white matter degeneration and lower structural connectivity in non-amnestic vs. amnestic Alzheimer's disease

Frontiers in neuroscience, 2024-03, Vol.18, p.1353306-1353306

2024

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Diffusion tensor imaging of white matter in the superior temporal gyrus and temporal stem in autism

Neuroscience letters, 2007-09, Vol.424 (2), p.127-132

2007

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A study of diffusion tensor imaging by tissue-specific, smoothing-compensated voxel-based analysis

NeuroImage (Orlando, Fla.), 2009-02, Vol.44 (3), p.870-883

2009

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Fast mesh data augmentation via Chebyshev polynomial of spectral filtering

Neural networks, 2021-11, Vol.143, p.198-208

2021

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Less white matter concentration in autism: 2D voxel-based morphometry

NeuroImage (Orlando, Fla.), 2004-09, Vol.23 (1), p.242-251

2004

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Deformation-based surface morphometry applied to gray matter deformation

NeuroImage (Orlando, Fla.), 2003-02, Vol.18 (2), p.198-213

2003

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Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset

NeuroImage (Orlando, Fla.), 2009-10, Vol.48 (1), p.138-149

2009

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Integrative Structural Brain Network Analysis in Diffusion Tensor Imaging

Brain connectivity, 2017-08, Vol.7 (6), p.331

2017

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Tracing the evolution of multi-scale functional networks in a mouse model of depression using persistent brain network homology

NeuroImage (Orlando, Fla.), 2014-11, Vol.101, p.351-363

2014

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Early stress is associated with alterations in the orbitofrontal cortex: a tensor-based morphometry investigation of brain structure and behavioral risk

The Journal of neuroscience, 2010-06, Vol.30 (22), p.7466-7472

2010

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Integrated multimodal network approach to PET and MRI based on multidimensional persistent homology

Human brain mapping, 2017-03, Vol.38 (3), p.1387-1402

2017

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The significance of negative correlations in brain connectivity

Journal of comparative neurology (1911), 2017-10, Vol.525 (15), p.3251-3265

2017

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Altered dynamic electroencephalography connectome phase-space features of emotion regulation in social anxiety

NeuroImage (Orlando, Fla.), 2019-02, Vol.186, p.338-349

2019

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Integrating VBM into the General Linear Model with voxelwise anatomical covariates

NeuroImage (Orlando, Fla.), 2007-01, Vol.34 (2), p.500-508

2007

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Structural variations in prefrontal cortex mediate the relationship between early childhood stress and spatial working memory

The Journal of neuroscience, 2012-06, Vol.32 (23), p.7917-7925

2012

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Statistical model for dynamically-changing correlation matrices with application to brain connectivity

Journal of neuroscience methods, 2020-02, Vol.331, p.108480-108480, Article 108480

2020

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General multivariate linear modeling of surface shapes using SurfStat

NeuroImage (Orlando, Fla.), 2010-11, Vol.53 (2), p.491-505

2010

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Bessel Fourier Orientation Reconstruction (BFOR): An analytical diffusion propagator reconstruction for hybrid diffusion imaging and computation of q-space indices

NeuroImage (Orlando, Fla.), 2013-01, Vol.64, p.650-670

2013

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Multi-resolution statistical analysis of brain connectivity graphs in preclinical Alzheimer's disease

NeuroImage (Orlando, Fla.), 2015-09, Vol.118, p.103-117

2015

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Degree-based statistic and center persistency for brain connectivity analysis

Human brain mapping, 2017-01, Vol.38 (1), p.165-181

2017

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Cortical thickness analysis in autism with heat kernel smoothing

NeuroImage (Orlando, Fla.), 2005-05, Vol.25 (4), p.1256-1265

2005

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Multi-resolutional shape features via non-Euclidean wavelets: Applications to statistical analysis of cortical thickness

NeuroImage (Orlando, Fla.), 2014-06, Vol.93 (1), p.107-123

2014

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Topological Data Analysis for Multivariate Time Series Data

Unified topological inference for brain networks in temporal lobe epilepsy using the Wasserstein distance

Exact topological inference of the resting-state brain networks in twins

Greater white matter degeneration and lower structural connectivity in non-amnestic vs. amnestic Alzheimer's disease

Diffusion tensor imaging of white matter in the superior temporal gyrus and temporal stem in autism

A study of diffusion tensor imaging by tissue-specific, smoothing-compensated voxel-based analysis

Fast mesh data augmentation via Chebyshev polynomial of spectral filtering

Less white matter concentration in autism: 2D voxel-based morphometry

Deformation-based surface morphometry applied to gray matter deformation

Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset

Integrative Structural Brain Network Analysis in Diffusion Tensor Imaging

Tracing the evolution of multi-scale functional networks in a mouse model of depression using persistent brain network homology

Early stress is associated with alterations in the orbitofrontal cortex: a tensor-based morphometry investigation of brain structure and behavioral risk

Integrated multimodal network approach to PET and MRI based on multidimensional persistent homology

The significance of negative correlations in brain connectivity

Altered dynamic electroencephalography connectome phase-space features of emotion regulation in social anxiety

Integrating VBM into the General Linear Model with voxelwise anatomical covariates

Structural variations in prefrontal cortex mediate the relationship between early childhood stress and spatial working memory

Statistical model for dynamically-changing correlation matrices with application to brain connectivity

General multivariate linear modeling of surface shapes using SurfStat

Bessel Fourier Orientation Reconstruction (BFOR): An analytical diffusion propagator reconstruction for hybrid diffusion imaging and computation of q-space indices

Multi-resolution statistical analysis of brain connectivity graphs in preclinical Alzheimer's disease

Degree-based statistic and center persistency for brain connectivity analysis

Cortical thickness analysis in autism with heat kernel smoothing

Multi-resolutional shape features via non-Euclidean wavelets: Applications to statistical analysis of cortical thickness

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