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Wei Yang
Biomedical Engineering
Southern Medical University
Guangdong
Language: English, Chinese
Medical Imaging
Image Synthesis
Signal Analysis
Radiomics
Biomedical Engineering
Image Processing
Ai In Medicine
Tumor Identification
Image Modality
Signal Processing
Areas of Focus
- Medical Image Modality Synthesis
- Intelligent Analysis of Medical Images
- Intelligent Analysis of Medical Signals
- Radiomics
Work Experience
- 2017.1–Present - Southern Medical University, School of Biomedical Engineering - Professor
- 2013.1–2016.12 - Southern Medical University, School of Biomedical Engineering - Associate Professor
- 2009.12–2012.12 - Southern Medical University, School of Biomedical Engineering - Lecturer
Academic Background & Achievements
- 2005.9–2009.7 PhD: Shanghai Jiao Tong University, Biomedical Engineering
- 2002.9–2005.7 Master's: Xiamen University, Control Theory and Control Engineering
- 1997.9–2001.7 Bachelor's: Wuhan University of Technology, Industrial Automation
Publications
- Cascade of Multi-Scale Convolutional Neural Networks for Bone Suppression of Chest Radiographs in Gradient Domain, Wei Yang, Yingyin Chen, Yunbi Liu, Liming Zhong, Genggeng Qin, Zhentai Lu, Qianjin Feng*, Wufan Chen, 2017
- Predicting CT Image From MRI Data Through Feature Matching With Learned Nonlinear Local Descriptors, Wei Yang#, Liming Zhong#, Yang Chen, Liyan Lin, Zhentai Lu, Shupeng Liu, Yao Wu, Qianjin Feng*, Wufan Chen, 2018
- Prediction of CT Substitutes from MR Images Based on Local Diffeomorphic Mapping for Brain PET Attenuation Correction, Yao Wu#, Wei Yang# (共同第一作者), Lijun Lu, Zhentai Lu, Liming Zhong, Meiyan Huang, Yanqiu Feng, Qianjin Feng*, Wufan Chen, 2016
- Flexible Prediction of CT Images from MRI Data through Improved Neighborhood Anchored Regression for PET Attenuation Correction, Liming Zhong, Yanlin Chen, Xiao Zhang, Shupeng Liu, Yuankui Wu, Yunbi Liu, Liyan Lin, Qianjin Feng*, Wufan Chen, Wei Yang*, 2020
- Lung Field Segmentation in Chest Radiographs From Boundary Maps by a Structured Edge Detector, Wei Yang, Yunbi Liu, Liyan Lin, Zhaoqiang Yun, Zhentai Lu, Qianjin Feng*, Wufan Chen, 2018
- Automatic delineation of ribs and clavicles in chest radiographs using fully convolutional DenseNets, Yunbi Liu, Xiao Zhang, Guangwei Cai, Yingyin Chen, Zhaoqiang Yun, Qianjin, Feng, Wei Yang*, 2019
- Preoperative prediction of sentinel lymph node metastasis in breast cancer based on radiomics of T2-weighted fat-suppression and diffusion-weighted MRI, Yuhao Dong#, Qianjin Feng#, Wei Yang# (共同第一作者), Zixiao Lu, Chunyan Deng, Lu Zhang, Zhouyang Lian, Jing Liu, Xiaoning Luo, Shufang Pei, Xiaokai Mo, Wenhui Huang, Changhong Liang, Bin Zhang*, Shuixing Zhang*, 2018
- The effects of volume of interest delineation on MRI-based radiomics analysis: evaluation with two disease groups, Xiao Zhang, Liming Zhong, Bin Zhang, Lu Zhang, Haiyan Du, Lijun Lu, Shuixing Zhang*, Wei Yang*, Qianjin Feng, 2019
- Primary health information standard system based on semantic interoperability, Xia Zhao, Xiaohua Li, Wei Yang*, Qianjin Feng, Yi Zhou, Qiong Wang, 2018
- Generating Dual-energy Subtraction Soft-tissue Images from Chest Radiographs via Bone Edge-guided GAN, Yunbi Liu, Mingxia Liu*, Yuhua Xi, Genggeng Qin, Dinggang Shen, Wei Yang*, 2020
Awards
- Guangdong Science and Technology First Prize (2011): Research and application of tumor type identification system based on image content, third contributor
- Guangdong Special Support Plan (2020): Young Top-notch Talent in Scientific and Technological Innovation
- Guangdong Province Outstanding Young Teacher (2014)
- Guangzhou Pearl River Science and Technology New Star (2013)
