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Mathematics

D-Index
37
Citations
8910
World Ranking
2433
National Ranking
1020

Overview

Yunmei Chen is a researcher affiliated with the University of Florida in the United States. Their work spans multiple disciplines including Medicine, Engineering, and Computer Science, with a particular focus on medical imaging and computational techniques.

The main fields of study associated with Chen's research are:

  • Medicine
  • Engineering
  • Computer Science

Within these broad fields, Chen's work is concentrated in several subfields:

  • Radiology, Nuclear Medicine and Imaging
  • Computational Mechanics
  • Computer Vision and Pattern Recognition
  • Biomedical Engineering
  • Artificial Intelligence

The scientific topics they focus on include:

  • Medical Imaging Techniques and Applications
  • Sparse and Compressive Sensing Techniques
  • Advanced MRI Techniques and Applications
  • Advanced X-ray and CT Imaging
  • Medical Image Segmentation Techniques
  • Radiomics and Machine Learning in Medical Imaging
  • Domain Adaptation and Few-Shot Learning

Chen has published in various academic venues, with a higher frequency in some outlets, including:

  • arXiv (Cornell University)
  • Journal of Scientific Computing
  • Journal of Imaging
  • Genes & Diseases
  • SIAM Journal on Imaging Sciences

Frequent co-authors in Chen's research include:

  • Xiaojing Ye
  • Qingchao Zhang
  • Wanyu Bian
  • Huafeng Liu
  • Hongcheng Liu

Representative recent publications are listed below with their title, year, and venue:

  • Human obstructive (postvasectomy) and nonobstructive azoospermia - Insights from scRNA-Seq and transcriptome analysis, 2020, Genes & Diseases
  • Learnable Descent Algorithm for Nonsmooth Nonconvex Image Reconstruction, 2021, SIAM Journal on Imaging Sciences
  • An Optimization-Based Meta-Learning Model for MRI Reconstruction with Diverse Dataset, 2021, Journal of Imaging
  • An Accelerated Smoothing Gradient Method for Nonconvex Nonsmooth Minimization in Image Processing, 2021, Journal of Scientific Computing
  • An optimal control framework for joint-channel parallel MRI reconstruction without coil sensitivities, 2022, Magnetic Resonance Imaging

Best Publications

  • Variable Exponent, Linear Growth Functionals in Image Restoration

    Yunmei Chen;Stacey Levine;Murali Rao

  • Cumulative residual entropy: a new measure of information

    Murali Rao;Y. Chen;B.C. Vemuri;Fei Wang

  • Using Prior Shapes in Geometric Active Contours in a Variational Framework

    Yunmei Chen;Hemant D. Tagare;Sheshadri Thiruvenkadam;Feng Huang

  • Existence and partial regularity results for the heat flow for harmonic maps

    Yunmei Chen;Michael Struwe

  • Image registration via level-set motion: applications to atlas-based segmentation.

    Baba C. Vemuri;J. Ye;Y. Chen;Christiana Morison Leonard

  • Optimal Primal-Dual Methods for a Class of Saddle Point Problems

    Yunmei Chen;Guanghui Lan;Yuyuan Ouyang

  • An Accelerated Linearized Alternating Direction Method of Multipliers

    Yuyuan Ouyang;Yunmei Chen;Guanghui Lan;Eduardo Pasiliao

  • A constrained variational principle for direct estimation and smoothing of the diffusion tensor field from complex DWI

    Zhizhou Wang;B.C. Vemuri;Y. Chen;T.H. Mareci

  • On the incorporation of shape priors into geometric active contours

    Yunmei Chen;S. Thiruvenkadam;H.D. Tagare;Feng Huang

  • Projection Onto A Simplex

    Yunmei Chen;Xiaojing Ye

  • The weak solutions to the evolution problems of harmonic maps

    Yunmei Chen

  • Image denoising and segmentation via nonlinear diffusion

    Yunmei Chen;B.C. Vemuri;Li Wang

  • Evolution of harmonic maps with Dirichlet boundary conditions

    Fang-Hua Lin;Yun Mei Chen

  • DT-MRI denoising and neuronal fiber tracking.

    Tim McGraw;Baba C. Vemuri;Yunmei Chen;Murali Rao

  • Fiber tract mapping from diffusion tensor MRI

    B.C. Vemuri;Y. Chen;M. Rao;T. McGraw

  • Accelerated schemes for a class of variational inequalities

    Yunmei Chen;Guanghui Lan;Yuyuan Ouyang

  • Global classical solutions for nonlinear evolution equations

    Ta-tsien Li;Yunmei Chen

  • A novel method and fast algorithm for MR image reconstruction with significantly under-sampled data

    Yunmei Chen;Xiaojing Ye;Feng Huang

  • Heat-Flow of P-Harmonic Maps with Values Into Spheres

    Yunmei Chen;Min-Chun Hong;Norbert Hungerbühler

  • Adaptive total variation for image restoration in BV space

    Y. Chen;T. Wunderli

Frequent Co-Authors

Baba C. Vemuri
Baba C. Vemuri University of Florida
Guanghui Lan
Guanghui Lan Georgia Institute of Technology
Bo Lu
Bo Lu The Ohio State University
Yijun Liu
Yijun Liu University of Florida
An-Ping Li
An-Ping Li Oak Ridge National Laboratory
William W. Hager
William W. Hager University of Florida
Rongling Wu
Rongling Wu Pennsylvania State University
Christiana M. Leonard
Christiana M. Leonard University of Florida
Heye Zhang
Heye Zhang Sun Yat-sen University
Wotao Yin
Wotao Yin Alibaba Group (China)

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