Minjeong Kim - RankMe

85 papers A* 1B 1Journal 34Unranked 47

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Edge-Boosted Graph Learning for Functional Brain Connectivity Analysis. ISBI David Yang, Mostafa Abdelmegeed, John Modl, Minjeong Kim
2025	J	`jnl`	Edge-boosted graph learning for functional brain connectivity analysis. CoRR David Yang, Mostafa Abdelmegeed, John Modl, Minjeong Kim
2025	—	`conf`	Functional-Positional Context Embedding in Graph Neural Networks for Improved Parkinson's Disease Diagnosis. ISBI Mostafa Abdelmegeed, Minjeong Kim
2025	J	`jnl`	Identifying multilayer network hub by graph representation learning. Medical Image Anal. Defu Yang, Minjeong Kim, Yu Zhang, Guorong Wu
2025	J	`jnl`	Learning Covariance-Based Multi-Scale Representation of Neuroimaging Measures for Alzheimer Classification. CoRR Seunghun Baek, Injun Choi, Mustafa Dere, Minjeong Kim, Guorong Wu, Won Hwa Kim
2025	J	`jnl`	Modality-Agnostic Style Transfer for Holistic Feature Imputation. CoRR Seunghun Baek, Jaeyoon Sim, Mustafa Dere, Minjeong Kim, Guorong Wu, Won Hwa Kim
2024	J	`jnl`	Developing Explainable Deep Model for Discovering Novel Control Mechanism of Neuro-Dynamics. IEEE Trans. Medical Imaging Tingting Dan, Minjeong Kim, Won Hwa Kim, Guorong Wu
2024	J	`jnl`	Disentangling sex-dependent effects of APOE on diverse trajectories of cognitive decline in Alzheimer's disease. NeuroImage Haixu Ma, Zhuoyu Shi, Minjeong Kim, Bin Liu, Patrick J. Smith, Yufeng Liu, Guorong Wu
2024	—	`conf`	Modality-Agnostic Style Transfer for Holistic Feature Imputation. ISBI Seunghun Baek, Jaeyoon Sim, Mustafa Dere, Minjeong Kim, Guorong Wu, Won Hwa Kim
2024	J	`jnl`	TauFlowNet: Revealing latent propagation mechanism of tau aggregates using deep neural transport equations. Medical Image Anal. Tingting Dan, Mustafa Dere, Won Hwa Kim, Minjeong Kim, Guorong Wu
2023	—	`conf`	Convolving Directed Graph Edges via Hodge Laplacian for Brain Network Analysis. MICCAI (5) Joonhyuk Park, Yechan Hwang, Minjeong Kim, Moo K. Chung, Guorong Wu, Won Hwa Kim
2023	—	`conf`	Enhance Early Diagnosis Accuracy of Alzheimer's Disease by Elucidating Interactions Between Amyloid Cascade and Tau Propagation. MICCAI (3) Tingting Dan, Minjeong Kim, Won Hwa Kim, Guorong Wu
2023	—	`conf`	High Throughput Deep Model of 3D Nucleus Instance Segmentation by Stereo Stitching Contextual Gaps. ISBI Ziquan Wei, Tingting Dan, Jiaqi Ding, Carolyn M. McCormick, Felix A. Kyere, Minjeong Kim, David Borland, Jason L. Stein, Guorong Wu
2023	—	`conf`	HoloBrain: A Harmonic Holography for Self-organized Brain Function. IPMI Huan Liu, Tingting Dan, Zhuobin Huang, Defu Yang, Won Hwa Kim, Minjeong Kim, Paul J. Laurienti, Guorong Wu
2023	—	`conf`	Learning Covariance-Based Multi-Scale Representation of Neuroimaging Measures for Alzheimer Classification. ISBI Seunghun Baek, Injun Choi, Mustafa Dere, Minjeong Kim, Guorong Wu, Won Hwa Kim
2023	A*	`conf`	Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals. NeurIPS Tingting Dan, Jiaqi Ding, Ziquan Wei, Shahar Z. Kovalsky, Minjeong Kim, Won Hwa Kim, Guorong Wu
2023	J	`jnl`	Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals. CoRR Tingting Dan, Jiaqi Ding, Ziquan Wei, Shahar Z. Kovalsky, Minjeong Kim, Won Hwa Kim, Guorong Wu
2023	—	`conf`	TauFlowNet: Uncovering Propagation Mechanism of Tau Aggregates by Neural Transport Equation. MICCAI (3) Tingting Dan, Minjeong Kim, Won Hwa Kim, Guorong Wu
2023	—	`conf`	Uncovering Structural-Functional Coupling Alterations for Neurodegenerative Diseases. MICCAI (3) Tingting Dan, Minjeong Kim, Won Hwa Kim, Guorong Wu
2022	J	`jnl`	Group-Wise Hub Identification by Learning Common Graph Embeddings on Grassmannian Manifold. IEEE Trans. Pattern Anal. Mach. Intell. Defu Yang, Jiazhou Chen, Chenggang Yan, Minjeong Kim, Paul J. Laurienti, Martin Styner, Guorong Wu
2021	—	`conf`	3D Nucleus Instance Segmentation for Whole-Brain Microscopy Images. IPMI Junbo Ma, Oleh Krupa, Madison Rose Glass, Carolyn M. McCormick, David Borland, Minjeong Kim, Jason L. Stein, Guorong Wu
2021	J	`jnl`	Constructing Connectome Atlas by Graph Laplacian Learning. Neuroinformatics Minjeong Kim, Chenggang Yan, Defu Yang, Peipeng Liang, Daniel I. Kaufer, Guorong Wu
2021	—	`conf`	Constructing Reliable Network Of Biomarker Covariance By Joint Data Harmonization And Graph Learning. ISBI Minjeong Kim, Guorong Wu
2021	—	`conf`	Discovering Unprecedented Heuristics For Hub Identification By Joint Graph Embedding And Reinforcement Learning. ISBI Minjeong Kim, Defu Yang, Guorong Wu
2021	—	`conf`	Disentangling The Spatio-Temporal Heterogeneity of Alzheimer's Disease Using A Deep Predictive Stratification Network. ISBI Andrew Zhen, Minjeong Kim, Guorong Wu
2021	J	`jnl`	Learning dynamic graph embeddings for accurate detection of cognitive state changes in functional brain networks. NeuroImage Yi Lin, Defu Yang, Jia Hou, Chengang Yan, Minjeong Kim, Paul J. Laurienti, Guorong Wu
2021	J	`jnl`	Long range early diagnosis of Alzheimer's disease using longitudinal MR imaging data. Medical Image Anal. Yingying Zhu, Minjeong Kim, Xiaofeng Zhu, Daniel Kaufer, Guorong Wu
2021	J	`jnl`	Neuropsychiatric disease classification using functional connectomics - results of the connectomics in neuroimaging transfer learning challenge. Medical Image Anal. Markus D. Schirmer, Archana Venkataraman, Islem Rekik, Minjeong Kim, Stewart H. Mostofsky, Mary Beth Nebel, Keri Rosch, Karen Seymour, Deana Crocetti, Hassna Irzan, Michael Hütel, Sébastien Ourselin, Neil Marlow, Andrew Melbourne, Egor Levchenko, Shuo Zhou, Mwiza Kunda, Haiping Lu, Nicha C. Dvornek, Juntang Zhuang, Gideon Pinto, Sandip Samal, Jennings Zhang, Jorge L. Bernal-Rusiel, Rudolph Pienaar, Ai Wern Chung
2021	J	`jnl`	Privacy-preserving Multimedia Data Analysis. Comput. J. Xiaofeng Zhu, Kim-Han Thung, Minjeong Kim
2021	J	`jnl`	Segmentor: a tool for manual refinement of 3D microscopy annotations. BMC Bioinform. David Borland, Carolyn M. McCormick, Niyanta K. Patel, Oleh Krupa, Jessica T. Mory, Alvaro A. Beltran, Tala M. Farah, Carla F. Escobar-Tomlienovich, Sydney S. Olson, Minjeong Kim, Guorong Wu, Jason L. Stein
2020	—	`conf`	A Novel Spatio-Temporal Hub Identification Method for Dynamic Functional Networks. ISBI Anqi Chen, Defu Yang, Chenggang Yan, Zi-Wen Peng, Minjeong Kim, Paul J. Laurienti, Guorong Wu
2020	J	`jnl`	Deep understanding of big multimedia data. Neural Comput. Appl. Xiaofeng Zhu, Chong-Yaw Wee, Minjeong Kim
2020	—	`conf`	Estimating Common Harmonic Waves of Brain Networks on Stiefel Manifold. MICCAI (7) Jiazhou Chen, Guoqiang Han, Hongmin Cai, Junbo Ma, Minjeong Kim, Paul J. Laurienti, Guorong Wu
2020	J	`jnl`	Fusion of ULS Group Constrained High- and Low-Order Sparse Functional Connectivity Networks for MCI Classification. Neuroinformatics Yang Li, Jingyu Liu, Zi-Wen Peng, Can Sheng, Minjeong Kim, Pew-Thian Yap, Chong-Yaw Wee, Dinggang Shen
2020	J	`jnl`	Neuropsychiatric Disease Classification Using Functional Connectomics - Results of the Connectomics in NeuroImaging Transfer Learning Challenge. CoRR Markus D. Schirmer, Archana Venkataraman, Islem Rekik, Minjeong Kim, Stewart Mostofsky, Mary Beth Nebel, Keri Rosch, Karen Seymour, Deana Crocetti, Hassna Irzan, Michael Hütel, Sébastien Ourselin, Neil Marlow, Andrew Melbourne, Egor Levchenko, Shuo Zhou, Mwiza Kunda, Haiping Lu, Nicha C. Dvornek, Juntang Zhuang, Gideon Pinto, Sandip Samal, Jorge L. Bernal-Rusiel, Rudolph Pienaar, Ai Wern Chung
2020	J	`jnl`	Privacy-preserving representation learning for big data. Neurocomputing Xiaofeng Zhu, Shuo Shang, Minjeong Kim
2019	—	`ed.`	Connectomics in NeuroImaging - Third International Workshop, CNI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings CNI@MICCAI Markus D. Schirmer, Archana Venkataraman, Islem Rekik, Minjeong Kim, Ai Wern Chung
2019	—	`conf`	Constructing Multi-scale Connectome Atlas by Learning Graph Laplacian of Common Network. MICCAI (3) Minjeong Kim, Xiaofeng Zhu, Zi-Wen Peng, Peipeng Liang, Daniel Kaufer, Paul J. Laurienti, Guorong Wu
2019	J	`jnl`	Dynamic Hyper-Graph Inference Framework for Computer-Assisted Diagnosis of Neurodegenerative Diseases. IEEE Trans. Medical Imaging Yingying Zhu, Xiaofeng Zhu, Minjeong Kim, Jin Yan, Daniel Kaufer, Guorong Wu
2019	J	`jnl`	Multimodal hyper-connectivity of functional networks using functionally-weighted LASSO for MCI classification. Medical Image Anal. Yang Li, Jingyu Liu, Xinqiang Gao, Biao Jie, Minjeong Kim, Pew-Thian Yap, Chong-Yaw Wee, Dinggang Shen
2019	—	`conf`	Revealing Functional Connectivity by Learning Graph Laplacian. MICCAI (3) Minjeong Kim, Amr Moussa, Peipeng Liang, Daniel Kaufer, Paul J. Laurienti, Guorong Wu
2019	J	`jnl`	Toward an interpretable Alzheimer's disease diagnostic model with regional abnormality representation via deep learning. NeuroImage Eunho Lee, Jun-Sik Choi, Minjeong Kim, Heung-Il Suk, Alzheimer's Disease Neuroimaging Initiative
2017	—	`conf`	A Novel Dynamic Hyper-graph Inference Framework for Computer Assisted Diagnosis of Neuro-Diseases. IPMI Yingying Zhu, Xiaofeng Zhu, Minjeong Kim, Daniel Kaufer, Guorong Wu
2017	—	`conf`	A Tensor Statistical Model for Quantifying Dynamic Functional Connectivity. IPMI Yingying Zhu, Xiaofeng Zhu, Minjeong Kim, Jin Yan, Guorong Wu
2017	J	`jnl`	Correction to "Scalable High-Performance Image Registration Framework by Unsupervised Deep Feature Representations Learning". IEEE Trans. Biomed. Eng. Guorong Wu, Minjeong Kim, Qian Wang, Brent C. Munsell, Dinggang Shen
2017	—	`conf`	Deformable Image Registration Based on Similarity-Steered CNN Regression. MICCAI (1) Xiaohuan Cao, Jianhua Yang, Jun Zhang, Dong Nie, Minjeong Kim, Qian Wang, Dinggang Shen
2017	—	`conf`	Efficient Groupwise Registration for Brain MRI by Fast Initialization. MLMI@MICCAI Pei Dong, Xiaohuan Cao, Jun Zhang, Minjeong Kim, Guorong Wu, Dinggang Shen
2017	—	`conf`	Fusion of High-Order and Low-Order Effective Connectivity Networks for MCI Classification. MLMI@MICCAI Yang Li, Jingyu Liu, Ke Li, Pew-Thian Yap, Minjeong Kim, Chong-Yaw Wee, Dinggang Shen
2017	—	`conf`	Multimodal Hyper-connectivity Networks for MCI Classification. MICCAI (1) Yang Li, Xinqiang Gao, Biao Jie, Pew-Thian Yap, Minjeong Kim, Chong-Yaw Wee, Dinggang Shen
2017	—	`conf`	Novel Effective Connectivity Network Inference for MCI Identification. MLMI@MICCAI Yang Li, Hao Yang, Ke Li, Pew-Thian Yap, Minjeong Kim, Chong-Yaw Wee, Dinggang Shen
2017	—	`conf`	Personalized Diagnosis for Alzheimer's Disease. MICCAI (3) Yingying Zhu, Minjeong Kim, Xiaofeng Zhu, Jin Yan, Daniel Kaufer, Guorong Wu
2017	—	`ch.`	Scalable High Performance Image Registration Framework by Unsupervised Deep Feature Representations Learning. Deep Learning for Medical Image Analysis Shaoyu Wang, Minjeong Kim, Guorong Wu, Dinggang Shen
2017	—	`conf`	Structural Connectivity Guided Sparse Effective Connectivity for MCI Identification. MLMI@MICCAI Yang Li, Jingyu Liu, Mei-Lin Luo, Ke Li, Pew-Thian Yap, Minjeong Kim, Chong-Yaw Wee, Dinggang Shen
2016	—	`conf`	Dual-Layer Groupwise Registration for Consistent Labeling of Longitudinal Brain Images. MLMI@MICCAI Minjeong Kim, Guorong Wu, Isrem Rekik, Dinggang Shen
2016	—	`conf`	Early Diagnosis of Alzheimer's Disease by Joint Feature Selection and Classification on Temporally Structured Support Vector Machine. MICCAI (1) Yingying Zhu, Xiaofeng Zhu, Minjeong Kim, Dinggang Shen, Guorong Wu
2016	J	`jnl`	Estimating functional brain networks by incorporating a modularity prior. NeuroImage Lishan Qiao, Han Zhang, Minjeong Kim, Shenghua Teng, Limei Zhang, Dinggang Shen
2016	—	`conf`	Identifying High Order Brain Connectome Biomarkers via Learning on Hypergraph. MLMI@MICCAI Chen Zu, Yue Gao, Brent C. Munsell, Minjeong Kim, Zi-Wen Peng, Yingying Zhu, Wei Gao, Daoqiang Zhang, Dinggang Shen, Guorong Wu
2016	J	`jnl`	Scalable High-Performance Image Registration Framework by Unsupervised Deep Feature Representations Learning. IEEE Trans. Biomed. Eng. Guorong Wu, Minjeong Kim, Qian Wang, Brent C. Munsell, Dinggang Shen
2015	J	`jnl`	Hierarchical multi-atlas label fusion with multi-scale feature representation and label-specific patch partition. NeuroImage Guorong Wu, Minjeong Kim, Gerard Sanroma, Qian Wang, Brent C. Munsell, Dinggang Shen
2015	J	`jnl`	Improved image registration by sparse patch-based deformation estimation. NeuroImage Minjeong Kim, Guorong Wu, Qian Wang, Seong-Whan Lee, Dinggang Shen
2015	—	`conf`	Improving Accuracy of Automatic Hippocampus Segmentation in Routine MRI by Features Learned from Ultra-High Field MRI. Patch-MI@MICCAI Shuyu Li, Feng Shi, Guangkai Ma, Minjeong Kim, Dinggang Shen
2015	—	`conf`	Interactive Registration and Segmentation for Multi-Atlas-Based Labeling of Brain MR Image. CCCV (1) Qian Wang, Guorong Wu, Minjeong Kim, Lichi Zhang, Dinggang Shen
2015	—	`conf`	Joint labeling of multiple regions of interest (ROIS) by enhanced auto context models. ISBI Minjeong Kim, Guorong Wu, Yanrong Guo, Dinggang Shen
2015	—	`conf`	MCI Identification by Joint Learning on Multiple MRI Data. MICCAI (2) Yue Gao, Chong-Yaw Wee, Minjeong Kim, Panteleimon Giannakopoulos, Marie-Louise Montandon, Sven Haller, Dinggang Shen
2015	—	`conf`	Medical Image Retrieval Using Multi-graph Learning for MCI Diagnostic Assistance. MICCAI (2) Yue Gao, Ehsan Adeli-Mosabbeb, Minjeong Kim, Panteleimon Giannakopoulos, Sven Haller, Dinggang Shen
2015	J	`jnl`	Predict brain MR image registration via sparse learning of appearance and transformation. Medical Image Anal. Qian Wang, Minjeong Kim, Yonghong Shi, Guorong Wu, Dinggang Shen
2013	J	`jnl`	Automatic hippocampus segmentation of 7.0 Tesla MR images by combining multiple atlases and auto-context models. NeuroImage Minjeong Kim, Guorong Wu, Wei Li, Li Wang, Young-Don Son, Zang-Hee Cho, Dinggang Shen
2013	—	`conf`	Brain-Cloud: A Generalized and Flexible Registration Framework for Brain MR Images. AE-CAI Minjeong Kim, Guorong Wu, Qian Wang, Dinggang Shen
2013	—	`conf`	Joint Learning of Appearance and Transformation for Predicting Brain MR Image Registration. IPMI Qian Wang, Minjeong Kim, Guorong Wu, Dinggang Shen
2013	—	`conf`	Unsupervised Deep Feature Learning for Deformable Registration of MR Brain Images. MICCAI (2) Guorong Wu, Minjeong Kim, Qian Wang, Yaozong Gao, Shu Liao, Dinggang Shen
2013	—	`conf`	Unsupervised Deep Learning for Hippocampus Segmentation in 7.0 Tesla MR Images. MLMI Minjeong Kim, Guorong Wu, Dinggang Shen
2012	J	`jnl`	A General Fast Registration Framework by Learning Deformation-Appearance Correlation. IEEE Trans. Image Process. Minjeong Kim, Guorong Wu, Pew-Thian Yap, Dinggang Shen
2012	J	`jnl`	Directed graph based image registration. Comput. Medical Imaging Graph. Hongjun Jia, Guorong Wu, Qian Wang, Yaping Wang, Minjeong Kim, Dinggang Shen
2012	—	`conf`	Hierarchical Attribute-Guided Symmetric Diffeomorphic Registration for MR Brain Images. MICCAI (2) Guorong Wu, Minjeong Kim, Qian Wang, Dinggang Shen
2012	—	`conf`	Multiple Atlases-Based Joint Labeling of Human Cortical Sulcal Curves. MCV Ilwoo Lyu, Gang Li, Minjeong Kim, Dinggang Shen
2012	—	`conf`	Sparse Patch-Guided Deformation Estimation for Improved Image Registration. MLMI Minjeong Kim, Guorong Wu, Dinggang Shen
2011	—	`conf`	Directed Graph Based Image Registration. MLMI Hongjun Jia, Guorong Wu, Qian Wang, Yaping Wang, Minjeong Kim, Dinggang Shen
2011	—	`conf`	Groupwise registration of breast DCE-MR images for accurate tumor measurement. ISBI Minjeong Kim, Guorong Wu, Dinggang Shen
2011	—	`conf`	Segmenting Hippocampus from 7.0 Tesla MR Images by Combining Multiple Atlases and Auto-Context Models. MLMI Minjeong Kim, Guorong Wu, Wei Li, Li Wang, Young-Don Son, Zang-Hee Cho, Dinggang Shen
2011	—	`conf`	iTree: Fast and accurate image registration based on the combinative and incremental tree. ISBI Hongjun Jia, Guorong Wu, Qian Wang, Minjeong Kim, Dinggang Shen
2010	—	`conf`	A Generalized Learning Based Framework for Fast Brain Image Registration. MICCAI (2) Minjeong Kim, Guorong Wu, Pew-Thian Yap, Dinggang Shen
2010	J	`jnl`	Spectral-based automatic labeling and refining of human cortical sulcal curves using expert-provided examples. NeuroImage Ilwoo Lyu, Joon-Kyung Seong, Sung Yong Shin, Kiho Im, Jee Hoon Roh, Minjeong Kim, Geon Ha Kim, Jong Hun Kim, Alan C. Evans, Duk L. Na, Jong-Min Lee
2010	J	`jnl`	TPS-HAMMER: Improving HAMMER registration algorithm by soft correspondence matching and thin-plate splines based deformation interpolation. NeuroImage Guorong Wu, Pew-Thian Yap, Minjeong Kim, Dinggang Shen
2009	J	`jnl`	RABBIT: Rapid alignment of brains by building intermediate templates. NeuroImage Songyuan Tang, Yong Fan, Guorong Wu, Minjeong Kim, Dinggang Shen
2009	B	`conf`	RABBIT: rapid alignment of brains by building intermediate templates. Image Processing Songyuan Tang, Yong Fan, Minjeong Kim, Dinggang Shen