Moo K. Chung

University of Wisconsin–Madison — United States

Medicine · Health Sciences

47h-index9.1kcitations329works0.92yr avg
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Research Topics

Advanced Neuroimaging Techniques and Applications(110), Functional Brain Connectivity Studies(96), Topological and Geometric Data Analysis(79), Medical Image Segmentation Techniques(51), Advanced MRI Techniques and Applications(28)

Publications329 total

HL-HGAT: Heterogeneous Graph Attention Network via Hodge-Laplacian Operator
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025Open Access
Hodge Decomposition of Functional Human Brain Networks.
PubMed·2025Open Access
Topological Time Frequency Analysis of Functional Brain Signals
2025Open Access
Mapping Brain-Behavior Correlations in Autism Using Heat Kernel Smoothing
arXiv (Cornell University)·2025Open Access
P-144 Enhancing explainability of AI models in pregnancy prediction for IVF through edge-aware visual feature extraction from embryo images
Human Reproduction·2025· 1 citedOpen Access
The Co-Production Processes and Outcomes of Local Self-Governance : Focusing on Cases from Buk-gu, Ulsan and Geumcheon-gu, Seoul
Social Economy & Policy Studies·2025
From Density to Void: Why Brain Networks Fail to Reveal Complex Higher-Order Structures.
PubMed·2025Open Access
Unsupervised Discovery of Non-Categorical L2 Error Patterns Using Wav2Vec2.0 Code Vectors
2024
White matter integrity is lower in non‐amnestic than amnestic Alzheimer's disease and differs by clinical syndrome
Alzheimer s & Dementia·2024Open Access
White matter integrity is lower in non‐amnestic than amnestic Alzheimer's disease and differs by clinical syndrome
Alzheimer s & Dementia·2024Open Access
Topological Analysis of Seizure-Induced Changes in Brain Hierarchy Through Effective Connectivity
Lecture notes in computer science·2024· 1 cited
Contrasting Statistical Phase Estimation with the Variational Quantum Eigensolver in the era of Early Fault Tolerant Quantum Computation
arXiv (Cornell University)·2024Open Access
Topological Analysis of Seizure-Induced Changes in Brain Hierarchy Through Effective Connectivity
arXiv (Cornell University)·2024Open Access
Dynamic topological data analysis: a novel fractal dimension-based testing framework with application to brain signals
Frontiers in Neuroinformatics·2024· 4 citedOpen Access
Hodge-Decomposition of Brain Networks
2024· 3 cited
Topological state-space estimation of functional human brain networks
PLoS Computational Biology·2024· 3 citedOpen Access
Greater white matter degeneration and lower structural connectivity in non-amnestic vs. amnestic Alzheimer’s disease
Frontiers in Neuroscience·2024· 3 citedOpen Access
Advancing Graph Neural Networks with HL-HGAT: A Hodge-Laplacian and Attention Mechanism Approach for Heterogeneous Graph-Structured Data
arXiv (Cornell University)·2024· 2 citedOpen Access
Enhancing Depression Screening in Older Adults Through Active and Passive Digital Phenotyping: A Machine Learning Approach
SSRN Electronic Journal·2024Open Access
Dynamic topological data analysis of functional human brain networks
Foundations of Data Science·2023· 6 citedOpen Access
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Frequent Co-authors

Richard J. Davidson(13), Andrew L. Alexander(7), Kim M. Dalton(6), Alan C. Evans(5), Hyejin Kang(5), Vikas Singh(5), Houri K. Vorperian(5), Hyekyoung Lee(5), Keith J. Worsley(4), Nagesh Adluru(4), Sterling C. Johnson(4), Jamie L. Hanson(3), Seth D. Pollak(3), Jee Eun Lee(3), Mariana Lazar(3), Janet E. Lainhart(3), E. Michael Schimek(3), Lindell R. Gentry(3), Brian Avants(2), Elizabeth A. Shirtcliff(2)