Moo K. Chung
Orcid: 0000-0003-2852-9670
According to our database1,
Moo K. Chung
authored at least 122 papers
between 2001 and 2024.
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Bibliography
2024
Advancing Graph Neural Networks with HL-HGAT: A Hodge-Laplacian and Attention Mechanism Approach for Heterogeneous Graph-Structured Data.
CoRR, 2024
2023
Unified topological inference for brain networks in temporal lobe epilepsy using the Wasserstein distance.
NeuroImage, December, 2023
Frontiers Artif. Intell., February, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Heterogeneous Graph Convolutional Neural Network via Hodge-Laplacian for Brain Functional Data.
Proceedings of the Information Processing in Medical Imaging, 2023
2022
CoRR, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
Neural Networks, 2021
Revisiting convolutional neural network on graphs with polynomial approximations of Laplace-Beltrami spectral filtering.
Neural Comput. Appl., 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data, 2021
2020
Fast Polynomial Approximation of Heat Kernel Convolution on Manifolds and Its Application to Brain Sulcal and Gyral Graph Pattern Analysis.
IEEE Trans. Medical Imaging, 2020
Revisiting convolutional neural network on graphs with polynomial approximations of Laplace-Beltrami spectral filtering.
CoRR, 2020
CoRR, 2020
Proceedings of the 2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops), 2020
Investigating Heritability Across Resting State Brain Networks Via Heat Kernel Smoothing on Persistence Diagrams.
Proceedings of the 2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops), 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Altered dynamic electroencephalography connectome phase-space features of emotion regulation in social anxiety.
NeuroImage, 2019
Fast Polynomial Approximation of Heat Diffusion on Manifolds and Its Application to Brain Sulcal and Gyral Graph Pattern Analysis.
CoRR, 2019
Coidentification of Group-Level Hole Structures in Brain Networks via Hodge Laplacian.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Connectomics in NeuroImaging - Third International Workshop, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE Data Science Workshop, 2019
Proceedings of the Computational Topology in Image Context - 7th International Workshop, 2019
2018
IEEE Trans. Medical Imaging, 2018
Topological Properties of the Structural Brain Network in Autism via ϵ-Neighbor Method.
IEEE Trans. Biomed. Eng., 2018
CoRR, 2018
Phase Angle Spatial Embedding (PhASE) - A Kernel Method for Studying the Topology of the Human Functional Connectome.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
GRAND: Unbiased Connectome Atlas of Brain Network by Groupwise Graph Shrinkage and Network Diffusion.
Proceedings of the Connectomics in NeuroImaging - Second International Workshop, 2018
Abnormal hole detection in brain connectivity by kernel density of persistence diagram and Hodge Laplacian.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Brain Connect., 2017
Proceedings of the Connectomics in NeuroImaging - First International Workshop, 2017
Proceedings of the Connectomics in NeuroImaging - First International Workshop, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Information Processing in Medical Imaging, 2017
2015
IEEE Trans. Medical Imaging, 2015
Multi-resolution statistical analysis of brain connectivity graphs in preclinical Alzheimer's disease.
NeuroImage, 2015
4D hyperspherical harmonic (HyperSPHARM) representation of surface anatomy: A holistic treatment of multiple disconnected anatomical structures.
Medical Image Anal., 2015
Unified heat kernel regression for diffusion, kernel smoothing and wavelets on manifolds and its application to mandible growth modeling in CT images.
Medical Image Anal., 2015
Comparisons of topological properties in autism for the brain network construction methods.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
2014
Multi-resolutional shape features via non-Euclidean wavelets: Applications to statistical analysis of cortical thickness.
NeuroImage, 2014
Tracing the evolution of multi-scale functional networks in a mouse model of depression using persistent brain network homology.
NeuroImage, 2014
Diffeomorphic metric mapping and probabilistic atlas generation of hybrid diffusion imaging based on BFOR signal basis.
Medical Image Anal., 2014
Improved statistical power with a sparse shape model in detecting an aging effect in the hippocampus and amygdala.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
The 4D Hyperspherical Diffusion Wavelet: A New Method for the Detection of Localized Anatomical Variation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
A Unified Kernel Regression for Diffusion Wavelets on Manifolds Detects Aging-Related Changes in the Amygdala and Hippocampus.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Multivariate General Linear Models (MGLM) on Riemannian Manifolds with Applications to Statistical Analysis of Diffusion Weighted Images.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
2013
Bessel Fourier Orientation Reconstruction (BFOR): An analytical diffusion propagator reconstruction for hybrid diffusion imaging and computation of q-space indices.
NeuroImage, 2013
Multi-resolutional Brain Network Filtering and Analysis via Wavelets on Non-Euclidean Space.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
4D Hyperspherical Harmonic (HyperSPHARM) Representation of Multiple Disconnected Brain Subcortical Structures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Persistent Homological Sparse Network Approach to Detecting White Matter Abnormality in Maltreated Children: MRI and DTI Multimodal Study.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Information Processing in Medical Imaging, 2013
Multi-resolution Shape Analysis via Non-Euclidean Wavelets: Applications to Mesh Segmentation and Surface Alignment Problems.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
IEEE Trans. Medical Imaging, 2012
Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Sparse shape representation using the Laplace-Beltrami eigenfunctions and its application to modeling subcortical structures.
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Agreement between the white matter connectivity based on the tensor-based morphometry and the volumetric white matter parcellations based on diffusion tensor imaging.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
Topology-Based Kernels With Application to Inference Problems in Alzheimer's Disease.
IEEE Trans. Medical Imaging, 2011
IEEE Trans. Medical Imaging, 2011
Heat Kernel Smoothing via Laplace-Beltrami Eigenfunctions and Its Application to Subcortical Structure Modeling.
Proceedings of the Advances in Image and Video Technology - 5th Pacific Rim Symposium, 2011
Proceedings of the Advances in Image and Video Technology - 5th Pacific Rim Symposium, 2011
Mandible shape modeling using the second eigenfunction of the Laplace-Beltrami operator.
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Computing the Shape of Brain Networks Using Graph Filtration and Gromov-Hausdorff Metric.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Bessel Fourier Orientation Reconstruction: An Analytical EAP Reconstruction Using Multiple Shell Acquisitions in Diffusion MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
NeuroImage, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
2009
A study of diffusion tensor imaging by tissue-specific, smoothing-compensated voxel-based analysis.
NeuroImage, 2009
Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset.
NeuroImage, 2009
Robust Atlas-Based Brain Segmentation Using Multi-structure Confidence-Weighted Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the Information Processing in Medical Imaging, 2009
2008
Tensor-Based Cortical Surface Morphometry via Weighted Spherical Harmonic Representation.
IEEE Trans. Medical Imaging, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
2007
Weighted Fourier Series Representation and Its Application to Quantifying the Amount of Gray Matter.
IEEE Trans. Medical Imaging, 2007
NeuroImage, 2007
Morphometric Analysis of Hippocampal Shape in Mild Cognitive Impairment: An Imaging Genetics Study.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007
2006
Proceedings of the Medical Imaging and Augmented Reality, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006
2005
Proceedings of the Information Processing in Medical Imaging, 2005
2004
NeuroImage, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2003
NeuroImage, 2003
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003
2001