Wenting (Vivian) Long

Postdoctoral Research Fellow

Yale University

School of Medicine

Email: wenting.long [at] yale (dot) edu

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I am a Postdoctoral Research Fellow at Yale University School of Medicine.

Research Interests

Deep learning in medical image processing, non-convex image processing problems

Experience

Postdoctoral Research Fellow at Yale University School of Medicine, May 2021 - Present
Postdoctoral Researcher at Winship Cancer Institute of Emory University, Nov 2018 - May 2021
Visiting Scholar at Department of Mathematics of Syracuse University, Nov 2011 - Apr 2013
Gradutate Teaching Assistant at Sun Yat-sen University, Sep 2011 - Jun 2012
Visiting Scholar at Chinese Academy of Sciences, Oct 2009 - Nov 2009

Education

Ph.D. (2011 - 2015), Mathematics and Computer Science, Sun Yat-sen University
M.S. (2007 - 2010) and B.S. (2003 - 2007), Computational Mathematics, Hunan Normal University

Publications

Principal Component Analysis in Projection and Image Domains Another Form of Spectral Imaging in Photon-counting CT

Huiqiao Xie, Yan Ren, Wenting Long, Xiaofeng Yang, Xiangyang Tang

IEEE Transactions on Biomedical Engineering, 2020

Three Material Decomposition for Spectral Imaging without Contrast Agents in Photon-counting CT-modeling and Feasibility Study

Xiangyang Tang, Yan Ren, Huiqiao Xie, Wenting Long

Medical Imaging 2020: Physics of Medical Imaging, 2020

Optimization of Basis Material Selection and Energy Binning in Three Material Decomposition for Spectral Imaging without Contrast Agents in Photon-counting CT

Yan Ren, Wenting Long, Huiqiao Xie, Xiaofeng Yang, Xiangyang Tang

Medical Imaging 2020: Physics of Medical Imaging, 2020

On the Conditioning of Spectral Channelization (Energy Binning) and Its Impact on Multi-material Decomposition Based Spectral Imaging in Photon-counting CT

Yan Ren, Huiqiao Xie, Wenting Long, Xiaofeng Yang, Xiangyang Tang

IEEE Transactions on Bio-medical Engineering, 2020

Photon-counting Spectral CT with De-noised Principal Component Analysis (PCA)

Huiqiao Xie, Thomas Thuering, Yufei Liu, Wenting Long, Xiangyang Tang

Medical Physics, 2019

Photon-counting Spectral CT with Principal Component Analysis in Image and Projection Domains

Huiqiao Xie, Yufei Liu, Thomas Thuering, Wenting Long, Xiangyang Tang

15th International Meeting on Fully Three-dimensional Image Reconstruction in Radiology and Nuclear Medicine, 2019

High-resolution Image Reconstruction: An envl1/TV Model and a Fixed-point Proximity Algorithm

Wenting Long, Yao Lu, Lixin Shen, Yuesheng Xu

International Journal of Numerical Analysis & Modeling, 2017

Quasi Wavelet Based Numerical Method for a Class of Partial Integro-differential Equation

Wenting Long, Da Xu, Lixin Shen, Xueying Zeng

Applied Mathematics and Computation, 2012

Funding

Natural Science Foundation of Guangdong Province, China, May 2018 - Apr 2020
Open Foundation of Guangdong Province Key Laboratory of Computational Science, Jun 2017 - Jun 2018
National Science Foundation for Young Scientists of China, Jan 2018 - Dec 2020
Natural Science Foundation of Guangdong Province, China, Jan 2017 - Dec 2019
National Natural Science Foundation of China (General Program), Jan 2010 - Dec 2012

Selected Talks

International Workshop on Signal Processing, Optimization, and Compressed Sensing, 2015, Guangzhou, China
The Ninth National Annual Meeting of Computational Mathematics, 2015, Guangzhou, China
Optimization and Big Data, 2015, Edinburgh, United Kingdom
Fall Camp of Image Science between Guangdong Province and Hong Kong, 2014, Guangzhou, China

Referee Service

Membership

Teaching Experience

Geometry and Linear Algebra, Sun Yat-sen University, Teaching Assistant, Summer 2012
Geometry and Linear Algebra, Sun Yat-sen University, Teaching Assistant, Fall 2011

Programming Language

C++, Fortran, Python

Software

Pytorch, Matlab, Mathematica

© Wenting (Vivian) Long | Last updated: Nov 20 2021