Ke Chen

Ke Chen

University of Liverpool

H-index: 38

Europe-United Kingdom

About Ke Chen

Ke Chen, With an exceptional h-index of 38 and a recent h-index of 21 (since 2020), a distinguished researcher at University of Liverpool, specializes in the field of Imaging, Partial Differential Equations, Integral Equations, Numerical Linear Algebra, Deep Learning.

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

Topology-preserving image registration with novel multi-dimensional Beltrami regularization

Breaking the limitations with sparse inputs by variational frameworks (BLIss) in terahertz super-resolution 3D reconstruction

A semi-automatic segmentation method for meningioma developed using a variational approach model

Time multiscale regularization for nonlinear image registration

Self-supervised dual-domain balanced dropblock-network for low-dose CT denoising

Mathematical modelling and deep learning algorithms to automate assessment of single and digitally multiplexed immunohistochemical stains in tumoural stroma

A fractional-order image segmentation model with application to low-contrast and piecewise smooth images

A bi-variant variational model for diffeomorphic image registration with relaxed Jacobian determinant constraints

Ke Chen Information

University

Position

Professor at

Citations(all)

5373

Citations(since 2020)

2152

Cited By

5004

hIndex(all)

38

hIndex(since 2020)

21

i10Index(all)

116

i10Index(since 2020)

57

Email

University Profile Page

University of Liverpool

Google Scholar

View Google Scholar Profile

Ke Chen Skills & Research Interests

Imaging

Partial Differential Equations

Integral Equations

Numerical Linear Algebra

Deep Learning

Top articles of Ke Chen

Title

Journal

Author(s)

Publication Date

Topology-preserving image registration with novel multi-dimensional Beltrami regularization

Applied Mathematical Modelling

Chongfei Huang

Ke Chen

Meixiang Huang

Dexing Kong

Jing Yuan

2024/1/1

Breaking the limitations with sparse inputs by variational frameworks (BLIss) in terahertz super-resolution 3D reconstruction

Optics Express

Yiyao Zhang

Ke Chen

Shang-Hua Yang

2024/4/22

A semi-automatic segmentation method for meningioma developed using a variational approach model

The neuroradiology journal

Liam Burrows

Jay Patel

Abdurrahman I Islim

Michael D Jenkinson

Samantha J Mills

...

2024/4

Time multiscale regularization for nonlinear image registration

Computerized Medical Imaging and Graphics

Lili Bao

Ke Chen

Dexing Kong

Shihui Ying

Tieyong Zeng

2024/1/5

Self-supervised dual-domain balanced dropblock-network for low-dose CT denoising

Physics in Medicine and Biology

Ran An

Ke Chen

Hongwei Li

2024/2/15

Mathematical modelling and deep learning algorithms to automate assessment of single and digitally multiplexed immunohistochemical stains in tumoural stroma

Journal of Pathology Informatics

Liam Burrows

Declan Sculthorpe

Hongrun Zhang

Obaid Rehman

Abhik Mukherjee

...

2024/12/1

A fractional-order image segmentation model with application to low-contrast and piecewise smooth images

Computers & Mathematics with Applications

Junfeng Cao

Ke Chen

Huan Han

2024/1/1

A bi-variant variational model for diffeomorphic image registration with relaxed Jacobian determinant constraints

Applied Mathematical Modelling

Yanyan Li

Ke Chen

Chong Chen

Jianping Zhang

2024/6/1

An interpretable MRI reconstruction network with two-grid-cycle correction and geometric prior distillation

Biomedical Signal Processing and Control

Xiaohong Fan

Yin Yang

Ke Chen

Jianping Zhang

Ke Dong

2023/7/1

Euler-Elastica Variational Model for Pulsed Terahertz 3D Imaging

Yiyao Zhang

Ke Chen

Shang-Hua Yang

2023/5/7

Core and penumbra estimation using deep learning-based AIF in association with clinical measures in computed tomography perfusion (CTP)

Insights into Imaging

Sukhdeep Singh Bal

Fan-pei Gloria Yang

Nai-Fang Chi

Jiu Haw Yin

Tao-Jung Wang

...

2023/9/29

Fast multi-grid methods for minimizing curvature energies

IEEE Transactions on Image Processing

Zhenwei Zhang

Ke Chen

Ke Tang

Yuping Duan

2023/3/6

Nest-DGIL: Nesterov-optimized deep geometric incremental learning for CS image reconstruction

IEEE Transactions on Computational Imaging

Xiaohong Fan

Yin Yang

Ke Chen

Yujie Feng

Jianping Zhang

2023/9/15

Handbook of mathematical models and algorithms in computer vision and imaging: mathematical imaging and vision

Ke Chen

Carola-Bibiane Schönlieb

Xue-Cheng Tai

Laurent Younes

2023/2/24

Super-resolution surface reconstruction from few low-resolution slices

arXiv preprint arXiv:2309.05071

Yiyao Zhang

Ke Chen

Shang-Hua Yang

2023/9/10

Weakly supervised segmentation with point annotations for histopathology images via contrast-based variational model

CVPR2023

Hongrun Zhang

Liam Burrows

Yanda Meng

Declan Sculthorpe

Abhik Mukherjee

...

2023/4/7

Image segmentation based on the hybrid bias field correction

Applied Mathematics and Computation

Zhi-Feng Pang

Zhenyan Guan

Yue Li

Ke Chen

Hong Ge

2023/9/1

Fast terahertz 3D super-resolution surface reconstruction by variational model from limited low-resolution sampling

Yiyao Zhang

Ke Chen

Shang-Hua Yang

2022/8/28

Vascular lakes in uveal melanoma and their association with outcome

Translational vision science & technology

Hayley Jones

Helen Kalirai

Azzam Taktak

Ke Chen

Sarah E Coupland

2022/3/2

Approximate Minimum Homology Basis for 3D Image and Its Application in Medical Image Segmentation

Jisui Huang

Na Lei

Ke Chen

Yuxue Ren

Zhenchang Wang

...

2022/12/6

See List of Professors in Ke Chen University(University of Liverpool)

Co-Authors

H-index: 106
T F Chan

T F Chan

King Abdullah University of Science and Technology

H-index: 54
Raymond H. Chan

Raymond H. Chan

City University of Hong Kong

H-index: 42
Yalin Zheng

Yalin Zheng

University of Liverpool

H-index: 18
Gary P. T. Choi

Gary P. T. Choi

Massachusetts Institute of Technology

H-index: 17
Bryan M. Williams

Bryan M. Williams

Lancaster University

H-index: 15
Elena loli piccolomini

Elena loli piccolomini

Università degli Studi di Bologna

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