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A novel heterophilic graph diffusion convolutional network for identifying cancer driver genes

Briefings in bioinformatics, 2023-05, Vol.24 (3)

2023

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An Information-Theoretic Derivation of Min-Cut-Based Clustering

IEEE transactions on pattern analysis and machine intelligence, 2010-06, Vol.32 (6), p.988-995

2010

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Aberrant Global and Regional Topological Organization of the Fractional Anisotropy-weighted Brain Structural Networks in Major Depressive Disorder

Chinese medical journal, 2016-03, Vol.129 (6), p.679-689

2016

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Mapping Structural Connectivity Using Diffusion MRI: Challenges and Opportunities

Journal of magnetic resonance imaging, 2021-06, Vol.53 (6), p.1666-1682

2021

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Affinity Learning with Diffusion on Tensor Product Graph

IEEE transactions on pattern analysis and machine intelligence, 2013-01, Vol.35 (1), p.28-38

2013

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Matched Filters for Noisy Induced Subgraph Detection

IEEE transactions on pattern analysis and machine intelligence, 2020-11, Vol.42 (11), p.2887-2900

2020

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Graph Matching: Relax at Your Own Risk

IEEE transactions on pattern analysis and machine intelligence, 2016-01, Vol.38 (1), p.60-73

2016

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Early development of structural networks and the impact of prematurity on brain connectivity

NeuroImage (Orlando, Fla.), 2017-04, Vol.149, p.379-392

2017

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Graph fission in an evolving voter model

Proceedings of the National Academy of Sciences - PNAS, 2012-03, Vol.109 (10), p.3682-3687

2012

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Structural connectomics in brain diseases

NeuroImage (Orlando, Fla.), 2013-10, Vol.80, p.515-526

2013

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The structural connectivity of higher order association cortices reflects human functional brain networks

Cortex, 2017-12, Vol.97, p.221-239

2017

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On the role of diffusion dynamics on community-aware centrality measures

PloS one, 2024-07, Vol.19 (7), p.e0306561

2024

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Is removal of weak connections necessary for graph-theoretical analysis of dense weighted structural connectomes from diffusion MRI?

NeuroImage (Orlando, Fla.), 2019-07, Vol.194, p.68-81

2019

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DCP: A pipeline toolbox for diffusion connectome

Human brain mapping, 2024-02, Vol.45 (3), p.e26626-n/a

2024

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Signed random walk diffusion for effective representation learning in signed graphs

PloS one, 2022-03, Vol.17 (3), p.e0265001-e0265001

2022

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DigGCN: Learning Compact Graph Convolutional Networks via Diffusion Aggregation

IEEE transactions on cybernetics, 2022-02, Vol.52 (2), p.912-924

2022

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A weighted and directed interareal connectivity matrix for macaque cerebral cortex

Cerebral cortex (New York, N.Y. 1991), 2014-01, Vol.24 (1), p.17-36

2014

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The hubs of the human connectome are generally implicated in the anatomy of brain disorders

Brain (London, England : 1878), 2014-08, Vol.137 (Pt 8), p.2382-2395

2014

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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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Default mode network abnormalities in posttraumatic stress disorder: A novel network-restricted topology approach

NeuroImage (Orlando, Fla.), 2018-08, Vol.176, p.489-498

2018

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SPIN-CGNN: Improved fixed backbone protein design with contact map-based graph construction and contact graph neural network

PLoS computational biology, 2023-12, Vol.19 (12), p.e1011330

2023

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Resting-brain functional connectivity predicted by analytic measures of network communication

Proceedings of the National Academy of Sciences - PNAS, 2014-01, Vol.111 (2), p.833-838

2014

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Characterizing brain anatomical connections using diffusion weighted MRI and graph theory

NeuroImage (Orlando, Fla.), 2007-07, Vol.36 (3), p.645-660

2007

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Statistical harmonization corrects site effects in functional connectivity measurements from multi‐site fMRI data

Human brain mapping, 2018-11, Vol.39 (11), p.4213-4227

2018

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Equivariant score-based generative diffusion framework for 3D molecules

BMC bioinformatics, 2024-05, Vol.25 (1), p.203-203, Article 203

2024

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A novel heterophilic graph diffusion convolutional network for identifying cancer driver genes

An Information-Theoretic Derivation of Min-Cut-Based Clustering

Aberrant Global and Regional Topological Organization of the Fractional Anisotropy-weighted Brain Structural Networks in Major Depressive Disorder

Mapping Structural Connectivity Using Diffusion MRI: Challenges and Opportunities

Affinity Learning with Diffusion on Tensor Product Graph

Matched Filters for Noisy Induced Subgraph Detection

Graph Matching: Relax at Your Own Risk

Early development of structural networks and the impact of prematurity on brain connectivity

Graph fission in an evolving voter model

Structural connectomics in brain diseases

The structural connectivity of higher order association cortices reflects human functional brain networks

On the role of diffusion dynamics on community-aware centrality measures

Is removal of weak connections necessary for graph-theoretical analysis of dense weighted structural connectomes from diffusion MRI?

DCP: A pipeline toolbox for diffusion connectome

Signed random walk diffusion for effective representation learning in signed graphs

DigGCN: Learning Compact Graph Convolutional Networks via Diffusion Aggregation

A weighted and directed interareal connectivity matrix for macaque cerebral cortex

The hubs of the human connectome are generally implicated in the anatomy of brain disorders

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

Default mode network abnormalities in posttraumatic stress disorder: A novel network-restricted topology approach

SPIN-CGNN: Improved fixed backbone protein design with contact map-based graph construction and contact graph neural network

Resting-brain functional connectivity predicted by analytic measures of network communication

Characterizing brain anatomical connections using diffusion weighted MRI and graph theory

Statistical harmonization corrects site effects in functional connectivity measurements from multi‐site fMRI data

Equivariant score-based generative diffusion framework for 3D molecules

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