Minkyu Choi

Minkyu Choi

University of Michigan

H-index: 7

North America-United States

About Minkyu Choi

Minkyu Choi, With an exceptional h-index of 7 and a recent h-index of 5 (since 2020), a distinguished researcher at University of Michigan, specializes in the field of Deep learning, Machine learning, Computational Neuroscience.

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

A Dual-Stream Neural Network Explains the Functional Segregation of Dorsal and Ventral Visual Pathways in Human Brains

Diffeomorphic surface modeling for MRI-based characterization of gastric anatomy and motility

Human Eyes Inspired Recurrent Neural Networks are More Robust Against Adversarial Noises

Surface-based Characterization of Gastric Anatomy and Motility using Magnetic Resonance Imaging and Neural Ordinary Differential Equation

Explainable semantic space by grounding language to vision with cross-modal contrastive learning

Representation learning of resting state fMRI with variational autoencoder

SPARC: Deep Learning for Stomach Segmentation with Contrast Enhanced Magnetic Resonance Imaging of the Gastrointestinal Tract

Minkyu Choi Information

University

Position

Ph.D student EECS

Citations(all)

152

Citations(since 2020)

126

Cited By

68

hIndex(all)

7

hIndex(since 2020)

5

i10Index(all)

5

i10Index(since 2020)

4

Email

University Profile Page

University of Michigan

Google Scholar

View Google Scholar Profile

Minkyu Choi Skills & Research Interests

Deep learning

Machine learning

Computational Neuroscience

Top articles of Minkyu Choi

Title

Journal

Author(s)

Publication Date

A Dual-Stream Neural Network Explains the Functional Segregation of Dorsal and Ventral Visual Pathways in Human Brains

Advances in Neural Information Processing Systems

Minkyu Choi

Kuan Han

Xiaokai Wang

Yizhen Zhang

Zhongming Liu

2024/2/13

Diffeomorphic surface modeling for MRI-based characterization of gastric anatomy and motility

IEEE Transactions on Biomedical Engineering

Xiaokai Wang

Jiayue Cao

Kuan Han

Minkyu Choi

Yushi She

...

2023/1/9

Human Eyes Inspired Recurrent Neural Networks are More Robust Against Adversarial Noises

arXiv preprint arXiv:2206.07282

Minkyu Choi

Yizhen Zhang

Kuan Han

Xiaokai Wang

Zhongming Liu

2022/6/15

Surface-based Characterization of Gastric Anatomy and Motility using Magnetic Resonance Imaging and Neural Ordinary Differential Equation

bioRxiv

Xiaokai Wang

Jiayue Cao

Kuan Han

Minkyu Choi

Yushi She

...

2022/10/21

Explainable semantic space by grounding language to vision with cross-modal contrastive learning

Advances in Neural Information Processing Systems

Yizhen Zhang

Minkyu Choi

Kuan Han

Zhongming Liu

2021/12/6

Representation learning of resting state fMRI with variational autoencoder

NeuroImage

Jung-Hoon Kim

Yizhen Zhang

Kuan Han

Zheyu Wen

Minkyu Choi

...

2021/11/1

SPARC: Deep Learning for Stomach Segmentation with Contrast Enhanced Magnetic Resonance Imaging of the Gastrointestinal Tract

The FASEB Journal

Xiaokai Wang

Kun-Han Lu

Minkyu Choi

Jiayue Cao

Deborah Jaffey

...

2020/4

See List of Professors in Minkyu Choi University(University of Michigan)

Co-Authors

H-index: 36
Zhongming Liu

Zhongming Liu

University of Michigan-Dearborn

H-index: 14
Kun-Han Lu

Kun-Han Lu

Purdue University

H-index: 10
Yizhen Zhang

Yizhen Zhang

University of Michigan

H-index: 10
Jiayue Cao

Jiayue Cao

University of Michigan-Dearborn

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