Pooling Regularized Graph Neural Network for fMRI Biomarker Analysis
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Juntang Zhuang | Nicha C. Dvornek | Xiaoxiao Li | Yuan Zhou | Muhan Zhang | James S Duncan | Pamela Ventola | J. Duncan | Juntang Zhuang | N. Dvornek | Muhan Zhang | P. Ventola | Xiaoxiao Li | Yuan Zhou
[1] Anders M. Dale,et al. An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest , 2006, NeuroImage.
[2] D. Banji,et al. Biomarkers in Autism , 2011 .
[3] Alan C. Evans,et al. A General Statistical Analysis for fMRI Data , 2000, NeuroImage.
[4] Inderjit S. Dhillon,et al. Weighted Graph Cuts without Eigenvectors A Multilevel Approach , 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[5] J Duncan,et al. Brain responses to biological motion predict treatment outcome in young children with autism , 2016, Translational psychiatry.
[6] Nick C. Fox,et al. Longitudinal cognitive and biomarker changes in dominantly inherited Alzheimer disease , 2018, Neurology.
[7] Bernhard Schölkopf,et al. A Kernel Two-Sample Test , 2012, J. Mach. Learn. Res..
[8] Jaewoo Kang,et al. Self-Attention Graph Pooling , 2019, ICML.
[9] Naomi B. Pitskel,et al. Neural signatures of autism , 2010, Proceedings of the National Academy of Sciences.
[10] B T Thomas Yeo,et al. Disruption of cortical association networks in schizophrenia and psychotic bipolar disorder. , 2014, JAMA psychiatry.
[11] James C. Gee,et al. Interpretable Multimodality Embedding Of Cerebral Cortex Using Attention Graph Network For Identifying Bipolar Disorder , 2019, bioRxiv.
[12] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.
[13] Xavier Bresson,et al. Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering , 2016, NIPS.
[14] Jason Adams,et al. Abnormal brain size effect on the thalamus in autism , 2006, Psychiatry Research: Neuroimaging.
[15] Stephen José Hanson,et al. Decoding the Large-Scale Structure of Brain Function by Classifying Mental States Across Individuals , 2009, Psychological science.
[16] Min Tae M Park,et al. Morphological Alterations in the Thalamus, Striatum, and Pallidum in Autism Spectrum Disorder , 2016, Neuropsychopharmacology.
[17] Michael I. Jordan,et al. Unsupervised Domain Adaptation with Residual Transfer Networks , 2016, NIPS.
[18] Feng Wu,et al. Task state decoding and mapping of individual four-dimensional fMRI time series using deep neural network , 2018 .
[19] Ghassan Hamarneh,et al. BrainNetCNN: Convolutional neural networks for brain networks; towards predicting neurodevelopment , 2017, NeuroImage.
[20] Pietro Liò,et al. Graph Attention Networks , 2017, ICLR.
[21] Qiang Cheng,et al. Exploiting Edge Features in Graph Neural Networks. , 2018 .
[22] Nikolaus Weiskopf,et al. Dissociable roles of human inferior frontal gyrus during action execution and observation , 2012, NeuroImage.
[23] Jure Leskovec,et al. Inductive Representation Learning on Large Graphs , 2017, NIPS.
[24] Yiming Yang,et al. MMD GAN: Towards Deeper Understanding of Moment Matching Network , 2017, NIPS.
[25] Yuan Zhou,et al. Graph Neural Network for Interpreting Task-fMRI Biomarkers , 2019, MICCAI.
[26] Jure Leskovec,et al. Hierarchical Graph Representation Learning with Differentiable Pooling , 2018, NeurIPS.
[27] M. Delgado,et al. The social brain and reward: social information processing in the human striatum. , 2014, Wiley interdisciplinary reviews. Cognitive science.
[28] Shuiwang Ji,et al. Graph U-Nets , 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence.