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M

Moo K. Chung

University of Wisconsin System

47H-index
332Paper Count
9.2KCitation Count
Published Papers 31
Publication Date
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Enhancing explainability of AI models in pregnancy prediction for IVF through edge-aware visual feature extraction from embryo images
errHUMAN REPRODUCTION
IF6.1
err2025-06-01
err1
errOAAI
errKim, H. M.; Jo, Y.; Chung, M. K.; Kim, J.; Lee, Y. J.; Moon, S. E.; Yang, H. J.; Yim, J. M.; Lee, H.
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errSave
Altered topological structure of the brain white matter in maltreated children through topological data analysis
errNETWORK NEUROSCIENCE
IF3.1
err2024-04-01
err1
errOAAI
errChung, Moo K.; Azizi, Tahmineh; Hanson, Jamie L.; Alexander, Andrew L.; Pollak, Seth D.; Davidson, Richard J.
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errSave
Greater white matter degeneration and lower structural connectivity in non-amnestic vs. amnestic Alzheimer's disease
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2024-03-18
err0
errOAAI
errPhillips, Jeffrey S.; Adluru, Nagesh; Chung, Moo K.; Radhakrishnan, Hamsanandini; Olm, Christopher A.; Cook, Philip A.; Gee, James C.; Cousins, Katheryn A. Q.; Arezoumandan, Sanaz; Wolk, David A.; McMillan, Corey T.; Grossman, Murray; Irwin, David J.
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errSave
Statistical inference for dependence networks in topological data analysis
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2023-12-14
err0
errOAAI
errEl-Yaagoubi, Anass B.; Chung, Moo K.; Ombao, Hernando
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errSave
Hodge Laplacian of Brain Networks
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2023-05-01
err4
errOAAI
errAnand, D. Vijay; Chung, Moo K.
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errSave
Fast mesh data augmentation via Chebyshev polynomial of spectral filtering
errNEURAL NETWORKS
IF6.3
err2021-11-01
err7
errOAAI
errHuang, Shih-Gu; Chung, Moo K.; Qiu, Anqi
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errSave
Fast Polynomial Approximation of Heat Kernel Convolution on Manifolds and Its Application to Brain Sulcal and Gyral Graph Pattern Analysis
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2020-06-01
err16
errOAAI
errHuang, Shih-Gu; Lyu, Ilwoo; Qiu, Anqi; Chung, Moo K.
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errSave
Exact topological inference of the resting-state brain networks in twins
errNETWORK NEUROSCIENCE
IF3.1
err2019-01-01
err42
errOAAI
errChung, Moo K.; Lee, Hyekyoung; DiChristofano, Alex; Ombao, Hernando; Solos, Victor
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errSave
Integrated Multimodal Network Approach to PET and MRI Based on Multidimensional Persistent Homology
errHUMAN BRAIN MAPPING
IF3.3
err2016-11-17
err26
errOAAI
errLee, Hyekyoung; Kang, Hyejin; Chung, Moo K.; Lim, Seonhee; Kim, Bung-Nyun; Lee, Dong Soo
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errSave
Degree-based statistic and center persistency for brain connectivity analysis
errHUMAN BRAIN MAPPING
IF3.3
err2016-09-04
err24
errOAAI
errYoo, Kwangsun; Lee, Peter; Chung, Moo K.; Sohn, William S.; Chung, Sun Ju; Na, Duk L.; Ju, Daheen; Jeong, Yong
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errSave
Persistent Homology in Sparse Regression and Its Application to Brain Morphometry
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2015-09-01
err48
errOAAI
errChung, Moo K.; Hanson, Jamie L.; Ye, Jieping; Davidson, Richard J.; Pollak, Seth D.
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errSave
4D hyperspherical harmonic (HyperSPHARM) representation of surface anatomy: A holistic treatment of multiple disconnected anatomical structures
errMEDICAL IMAGE ANALYSIS
IF11.8
err2015-05-01
err11
errOAAI
errHosseinbor, A. Pasha; Chung, Moo K.; Koay, Cheng Guan; Schaefer, Stacey M.; van Reekum, Carien M.; Schmitz, Lara Peschke; Sutterer, Matt; Alexander, Andrew L.; Davidson, Richard J.
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Unified heat kernel regression for diffusion, kernel smoothing and wavelets on manifolds and its application to mandible growth modeling in CT images
errMEDICAL IMAGE ANALYSIS
IF11.8
err2015-05-01
err28
errOAAI
errChung, Moo K.; Qiu, Anqi; Seo, Seongho; Vorperian, Houri K.
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errSave
A 4D hyperspherical interpretation of q-space
errMEDICAL IMAGE ANALYSIS
IF11.8
err2015-04-01
err1
errOAAI
errHosseinbor, A. Pasha; Chung, Moo K.; Wu, Yu-Chien; Bendlin, Barbara B.; Alexander, Andrew L.
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errSave
Manifold learning on brain functional networks in aging
errMEDICAL IMAGE ANALYSIS
IF11.8
err2015-02-01
err48
PREAI
errQiu, Anqi; Lee, Annie; Tan, Mingzhen; Chung, Moo K.
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errSave
Grading and Interpretation of White Matter Hyperintensities Using Statistical Maps
errSTROKE
IF8.9
err2014-12-01
err59
errOAAI
errRyu, Wi-Sun; Woo, Sung-Ho; Schellingerhout, Dawid; Chung, Moo K.; Kim, Chi Kyung; Jang, Min Uk; Park, Kyoung-Jong; Hong, Keun-Sik; Jeong, Sang-Wuk; Na, Jeong-Yong; Cho, Ki-Hyun; Kim, Joon-Tae; Kim, Beom Joon; Han, Moon-Ku; Lee, Jun; Cha, Jae-Kwan; Kim, Dae-Hyun; Lee, Soo Joo; Ko, Youngchai; Cho, Yong-Jin; Lee, Byung-Chul; Yu, Kyung-Ho; Oh, Mi-Sun; Park, Jong-Moo; Kang, Kyusik; Lee, Kyung Bok; Park, Tai Hwan; Lee, Juneyoung; Choi, Heung-Kook; Lee, Kiwon; Bae, Hee-Joon; Kim, Dong-Eog
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errSave
Diffeomorphic metric mapping and probabilistic atlas generation of hybrid diffusion imaging based on BFOR signal basis
errMEDICAL IMAGE ANALYSIS
IF11.8
err2014-10-01
err5
errOAAI
errDu, Jia; Hosseinbor, A. Pasha; Chung, Moo K.; Bendlin, Barbara B.; Suryawanshi, Gaurav; Alexander, Andrew L.; Qiu, Anqi
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errSave
Early Neglect Is Associated With Alterations in White Matter Integrity and Cognitive Functioning
errCHILD DEVELOPMENT
IF3.8
err2013-03-10
err207
errOAAI
errHanson, Jamie L.; Adluru, Nagesh; Chung, Moo K.; Alexander, Andrew L.; Davidson, Richard J.; Pollak, Seth D.
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errSave
Persistent Brain Network Homology From the Perspective of Dendrogram
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2012-12-01
err189
errOAAI
errLee, Hyekyoung; Kang, Hyejin; Chung, Moo K.; Kim, Bung-Nyun; Lee, Dong Soo
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errSave
Topology-Based Kernels With Application to Inference Problems in Alzheimer's Disease
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2011-10-01
err72
errOAAI
errPachauri, Deepti; Hinrichs, Chris; Chung, Moo K.; Johnson, Sterling C.; Singh, Vikas
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errSave

Research Directions

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Co-authors
Cooperation Journals
A
Alan C. Evans
H-index: 191 · Papers: 1.2K
R
Richard J. Davidson
H-index: 177 · Papers: 995
M
Murray Grossman
H-index: 118 · Papers: 953
S
Sterling C. Johnson
H-index: 112 · Papers: 1.3K
D
Diego A. Pizzagalli
H-index: 97 · Papers: 599
View more