Leveraging Brain Modularity Prior for Interpretable Representation Learning of fMRI

Type: Article

Publication Date: 2024-02-27

Citations: 2

DOI: https://doi.org/10.1109/tbme.2024.3370415

Locations

  • PubMed Central - View
  • arXiv (Cornell University) - View - PDF
  • Carolina Digital Repository (University of North Carolina at Chapel Hill) - View - PDF
  • PubMed - View
  • IEEE Transactions on Biomedical Engineering - View

Similar Works

Action Title Year Authors
+ Leveraging Brain Modularity Prior for Interpretable Representation Learning of fMRI 2023 Qianqian Wang
Wei Wang
Yuqi Fang
Pew‐Thian Yap
Hongtu Zhu
Hongjun Li
Lishan Qiao
Mingxia Liu
+ TiBGL: Template-induced Brain Graph Learning for Functional Neuroimaging Analysis 2023 Xiangzhu Meng
Wei Wei
Luping Liu
Shu Wu
Liang Wang
+ BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck 2022 Kaizhong Zheng
Shujian Yu
Baojuan Li
Robert Jenssen
Badong Chen
+ PDF Chat Graph Neural Networks for Brain Graph Learning: A Survey 2024 Xuexiong Luo
Jia Wu
Jian Yang
Shan Xue
Amin Beheshti
Quan Z. Sheng
David McAlpine
Paul F. Sowman
Alexis Giral
Philip S. Yu
+ PDF Chat Graph Neural Networks for Brain Graph Learning: A Survey 2024 Xuexiong Luo
Jia Wu
Jian Yang
Shan Xue
Amin Beheshti
Quan Z. Sheng
David McAlpine
Paul F. Sowman
Alexis Giral
Philip S. Yu
+ Learning to Model the Relationship Between Brain Structural and Functional Connectomes 2021 Yang Li
Gonzalo Mateos
Zhengwu Zhang
+ Learning to Model the Relationship Between Brain Structural and Functional Connectomes 2022 Yang Li
Gonzalo Mateos
Zhengwu Zhang
+ Modularity maximization as a flexible and generic framework for brain network exploratory analysis 2021 Farnaz Zamani Esfahlani
Youngheun Jo
Maria Grazia Puxeddu
Haily Merritt
Jacob Tanner
Sarah Greenwell
Riya Patel
Joshua Faskowitz
Richard F. Betzel
+ Modularity maximization as a flexible and generic framework for brain network exploratory analysis 2021 Farnaz Zamani Esfahlani
Youngheun Jo
Maria Grazia Puxeddu
Haily Merritt
Jacob Tanner
Sarah Greenwell
Riya Patel
Joshua Faskowitz
Richard F. Betzel
+ PDF Chat Graph Neural Networks in Network Neuroscience 2022 Alaa Bessadok
Mohamed Ali Mahjoub
Islem Rekik
+ Graph Neural Networks in Network Neuroscience 2021 Alaa Bessadok
Mohamed Ali Mahjoub
Islem Rekik
+ Learning Task-Aware Effective Brain Connectivity for fMRI Analysis with Graph Neural Networks 2022 Yue Yu
Xuan Kan
Hejie Cui
Ran Xu
Yujia Zheng
Xiangchen Song
Yanqiao Zhu
Kun Zhang
Razieh Nabi
Ying Guo
+ HDGL: A hierarchical dynamic graph representation learning model for brain disorder classification 2023 Parniyan Jalali
Mehran Safayani
+ PDF Chat Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling Model 2022 Haoteng Tang
Guixiang Ma
Lei Guo
Xiyao Fu
Heng Huang
Liang Zhan
+ Mining fMRI Dynamics with Parcellation Prior for Brain Disease Diagnosis 2023 Xiaozhao Liu
Mianxin Liu
Lang Mei
Yuyao Zhang
Feng Shi
Han Zhang
Dinggang Shen
+ PDF Chat Mining Fmri Dynamics with Parcellation Prior for Brain Disease Diagnosis 2023 Xiaozhao Liu
Mianxin Liu
Lang Mei
Yuyao Zhang
Feng Shi
Han Zhang
Dinggang Shen
+ Brain Networks and Intelligence: A Graph Neural Network Based Approach to Resting State fMRI Data 2023 Bishal Thapaliya
Esra Akbaş
Jiayu Chen
Raam Sapkota
Bhaskar Ray
Pranav Suresh
Vince D. Calhoun
Jingyu Liu
+ Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling Model 2022 Haoteng Tang
Guixiang Ma
Lei Guo
Xiyao Fu
Heng Huang
Liang Zhang
+ Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis 2022 Hejie Cui
Wei Dai
Yanqiao Zhu
Xiaoxiao Li
Lifang He
Carl Yang
+ Functional2Structural: Cross-Modality Brain Networks Representation Learning 2022 Haoteng Tang
Xiyao Fu
Lei Guo
Yalin Wang
Scott Mackin
Olusola Ajilore
Alex Leow
Paul M. Thompson
Heng Huang
Liang Zhan

Works That Cite This (0)

Action Title Year Authors