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Improving Phenotype Prediction using Long-Range Spatio-Temporal Dynamics
  of Functional Connectivity

Improving Phenotype Prediction using Long-Range Spatio-Temporal Dynamics of Functional Connectivity

7 September 2021
Simon Dahan
Logan Z. J. Williams
Daniel Rueckert
E. C. Robinson
ArXiv (abs)PDFHTML

Papers citing "Improving Phenotype Prediction using Long-Range Spatio-Temporal Dynamics of Functional Connectivity"

10 / 10 papers shown
Defining and Benchmarking a Data-Centric Design Space for Brain Graph Construction
Defining and Benchmarking a Data-Centric Design Space for Brain Graph Construction
Qinwen Ge
Roza G. Bayrak
Anwar Said
Catie Chang
X. Koutsoukos
Tyler Derr
146
0
0
17 Aug 2025
BrainMAP: Learning Multiple Activation Pathways in Brain Networks
BrainMAP: Learning Multiple Activation Pathways in Brain NetworksAAAI Conference on Artificial Intelligence (AAAI), 2024
Song Wang
Zhenyu Lei
Zhen Tan
Jiaqi Ding
Xinyu Zhao
...
Guorong Wu
Tianlong Chen
Chen Chen
Aiying Zhang
Jundong Li
299
2
0
23 Dec 2024
Correlation-Distance Graph Learning for Treatment Response Prediction
  from rs-fMRI
Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI
Xiatian Zhang
Sisi Zheng
Hubert P. H. Shum
Haozheng Zhang
Nan Song
Mingkang Song
Hongxiao Jia
210
1
0
17 Nov 2023
Spatio-Temporal Encoding of Brain Dynamics with Surface Masked
  Autoencoders
Spatio-Temporal Encoding of Brain Dynamics with Surface Masked AutoencodersInternational Conference on Medical Imaging with Deep Learning (MIDL), 2023
Simon Dahan
Logan Z. J. Williams
Yourong Guo
Daniel Rueckert
E. C. Robinson
167
1
0
10 Aug 2023
NeuroGraph: Benchmarks for Graph Machine Learning in Brain Connectomics
NeuroGraph: Benchmarks for Graph Machine Learning in Brain ConnectomicsNeural Information Processing Systems (NeurIPS), 2023
Anwar Said
Roza G. Bayrak
Hanyu Wang
Mudassir Shabbir
Daniel Moyer
Catie Chang
X. Koutsoukos
387
54
0
09 Jun 2023
DBGDGM: Dynamic Brain Graph Deep Generative Model
DBGDGM: Dynamic Brain Graph Deep Generative ModelInternational Conference on Medical Imaging with Deep Learning (MIDL), 2023
Alexander Campbell
Simeon E. Spasov
N. Toschi
Pietro Lio
200
2
0
26 Jan 2023
Emotional Brain State Classification on fMRI Data Using Deep Residual
  and Convolutional Networks
Emotional Brain State Classification on fMRI Data Using Deep Residual and Convolutional Networks
Maxime Tchibozo
Donggeun Kim
Zijing Wang
Xiaofu He
97
2
0
31 Oct 2022
A Deep Generative Model of Neonatal Cortical Surface Development
A Deep Generative Model of Neonatal Cortical Surface DevelopmentAnnual Conference on Medical Image Understanding and Analysis (MIUA), 2022
Abdulah Fawaz
Logan Z. J. Williams
A. Edwards
E. C. Robinson
MedIm
202
3
0
15 Jun 2022
Surface Vision Transformers: Flexible Attention-Based Modelling of
  Biomedical Surfaces
Surface Vision Transformers: Flexible Attention-Based Modelling of Biomedical Surfaces
Simon Dahan
Hao Xu
Logan Z. J. Williams
Abdulah Fawaz
Chunhui Yang
...
A. Edwards
M. Glasser
Alistair Young
Daniel Rueckert
E. C. Robinson
ViTMedIm
312
1
0
07 Apr 2022
Learning Dynamic Graph Representation of Brain Connectome with
  Spatio-Temporal Attention
Learning Dynamic Graph Representation of Brain Connectome with Spatio-Temporal AttentionNeural Information Processing Systems (NeurIPS), 2021
Byung-Hoon Kim
Jong Chul Ye
Jae-Jin Kim
439
194
0
27 May 2021
1
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