Minjeong Kim

About Minjeong Kim

Minjeong Kim, With an exceptional h-index of 25 and a recent h-index of 21 (since 2020), a distinguished researcher at University of North Carolina at Greensboro, specializes in the field of Medical Image Analysis, Machine Learning, Deep Learning, Computational Neuroscience.

His recent articles reflect a diverse array of research interests and contributions to the field:

Learning Covariance-Based Multi-Scale Representation of Neuroimaging Measures for Alzheimer Classification

TauFlowNet: Uncovering Propagation Mechanism of Tau Aggregates by Neural Transport Equation

Developing Explainable Deep Model for Discovering Novel Control Mechanism of Neuro-Dynamics

Uncovering Diverse Mechanistic Spreading Pathways in Disease Progression of Alzheimer’s Disease

HoloBrain: A Harmonic Holography for Self-organized Brain Function

High Throughput Deep Model of 3D Nucleus Instance Segmentation by Stereo Stitching Contextual Gaps

Whole-Brain Single-Cell Imaging and Analysis of Intact Neonatal Mouse Brains Using MRI, Tissue Clearing, and Light-Sheet Microscopy

Constructing Connectome Atlas by Graph Laplacian Learning

Minjeong Kim Information

University

Position

Assistant Professor of Computer Science

Citations(all)

2440

Citations(since 2020)

1618

Cited By

1525

hIndex(all)

25

hIndex(since 2020)

21

i10Index(all)

43

i10Index(since 2020)

34

Email

University Profile Page

Google Scholar

Minjeong Kim Skills & Research Interests

Medical Image Analysis

Machine Learning

Deep Learning

Computational Neuroscience

Top articles of Minjeong Kim

Title

Journal

Author(s)

Publication Date

Learning Covariance-Based Multi-Scale Representation of Neuroimaging Measures for Alzheimer Classification

Seunghun Baek

Injun Choi

Mustafa Dere

Minjeong Kim

Guorong Wu

...

2023/4/18

TauFlowNet: Uncovering Propagation Mechanism of Tau Aggregates by Neural Transport Equation

Tingting Dan

Minjeong Kim

Won Hwa Kim

Guorong Wu

2023/10/1

Developing Explainable Deep Model for Discovering Novel Control Mechanism of Neuro-Dynamics

IEEE transactions on medical imaging

Tingting Dan

Minjeong Kim

Won Hwa Kim

Guorong Wu

2023/8/29

Uncovering Diverse Mechanistic Spreading Pathways in Disease Progression of Alzheimer’s Disease

Journal of Alzheimer's Disease Reports

Zhentao Yu

Zhuoyu Shi

Tingting Dan

Mustafa Dere

Minjeong Kim

...

2023/8/11

HoloBrain: A Harmonic Holography for Self-organized Brain Function

Huan Liu

Tingting Dan

Zhuobin Huang

Defu Yang

Won Hwa Kim

...

2023/6/8

High Throughput Deep Model of 3D Nucleus Instance Segmentation by Stereo Stitching Contextual Gaps

Ziquan Wei

Tingting Dan

Jiaqi Ding

Carolyn McCormick

Felix A Kyere

...

2023/4/18

Whole-Brain Single-Cell Imaging and Analysis of Intact Neonatal Mouse Brains Using MRI, Tissue Clearing, and Light-Sheet Microscopy

JoVE (Journal of Visualized Experiments)

Felix A Kyere

Ian Curtin

Oleh Krupa

Carolyn M McCormick

Mustafa Dere

...

2022/8/1

Constructing Connectome Atlas by Graph Laplacian Learning

Neuroinformatics

Minjeong Kim

Chenggang Yan

Defu Yang

Peipeng Liang

Daniel I Kaufer

...

2021/4

Neuropsychiatric disease classification using functional connectomics-results of the connectomics in neuroimaging transfer learning challenge

Medical image analysis

Markus D Schirmer

Archana Venkataraman

Islem Rekik

Minjeong Kim

Stewart H Mostofsky

...

2021/5/1

3D nucleus instance segmentation for whole-brain microscopy images

Junbo Ma

Oleh Krupa

Madison Rose Glass

Carolyn M McCormick

David Borland

...

2021

Learning dynamic graph embeddings for accurate detection of cognitive state changes in functional brain networks

NeuroImage

Yi Lin

Defu Yang

Jia Hou

Chenggang Yan

Minjeong Kim

...

2021/4/15

Long range early diagnosis of Alzheimer's disease using longitudinal MR imaging data

Medical image analysis

Yingying Zhu

Minjeong Kim

Xiaofeng Zhu

Daniel Kaufer

Guorong Wu

...

2021/1/1

Disentangling The Spatio-Temporal Heterogeneity of Alzheimer’s Disease Using A Deep Predictive Stratification Network

Andrew Zhen

Minjeong Kim

Guorong Wu

2021/4/13

Privacy-preserving multimedia data analysis

Xiaofeng Zhu

Kim Han Thung

Minjeong Kim

2021/7

Constructing Reliable Network Of Biomarker Covariance By Joint Data Harmonization And Graph Learning

Minjeong Kim

Guorong Wu

2021/4/13

Segmentor: a tool for manual refinement of 3D microscopy annotations

BMC bioinformatics

David Borland

Carolyn M McCormick

Niyanta K Patel

Oleh Krupa

Jessica T Mory

...

2021/5/22

Discovering Unprecedented Heuristics For Hub Identification By Joint Graph Embedding And Reinforcement Learning

Minjeong Kim

Defu Yang

Guorong Wu

2021/4/13

Group-wise hub identification by learning common graph embeddings on Grassmannian manifold

IEEE transactions on pattern analysis and machine intelligence

Defu Yang

Jiazhou Chen

Chenggang Yan

Minjeong Kim

Paul J Laurienti

...

2021/5/19

Multimodal image analysis for assessing multiple sclerosis and future prospects powered by artificial intelligence

Minjeong Kim

Valerie Jewells

2020/6/1

A Novel Spatio-Temporal Hub Identification Method for Dynamic Functional Networks

Anqi Chen

Defu Yang

Chenggang Yan

Ziwen Peng

Minjeong Kim

...

2020/4/3

See List of Professors in Minjeong Kim University(University of North Carolina at Greensboro)

Co-Authors

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