阳维教授

【 发布日期: 11-15 】 【 浏览次数: 】 【 作者: 】


 

 

一、基本信息

姓名:阳维                                 

职称:教授

联系邮箱:wei_yang@smu.edu.cn; weiyanggm@gmail.com

 

二、学习经历

1997.9-2001.7   武汉理工大学,工业自动化专业,学士

2002.9-2005.7  厦门大学,控制理论与控制工程专业,硕士

2005.9-2009.7   上海交通大学大学,生物医学工程专业,博士

 

三、拟招收博士后开展的研究方向

1. 基于深度学习的医学图像模态合成方法;

2. 口腔影像智能分析方法;

3. IVUSIV-OCT智能分析方法

 

四、主要学术任职

1. 广东省生物医学工程学会,理事;

2. 广东省生物医学工程学会医疗机器人与人工智能分会,常委。

 

五、主要获奖情况

1. 广东省技术发明奖一等奖,广东省政府,2012

2. 广东省高校优秀青年教师,广东省教育厅,2014

3. 广州市珠江科技新星,广州市科信局,2013

 

六、代表性论文

1. Wei Yang, Yingyin Chen, Yunbi Liu, Liming Zhong, Genggeng Qin, Zhentai Lu, Qianjin Feng*, Wufan Chen. Cascade of Multi-Scale Convolutional Neural Networks for Bone Suppression of Chest Radiographs in Gradient Domain, Medical Image Analysis, 2017, 35: 421-433. (SCI, IF: 8.88, DOI: 10.1016/j.media.2016.08.004)

2. Wei Yang#, Liming Zhong#, Yang Chen, Liyan Lin, Zhentai Lu, Shupeng Liu, Yao Wu, Qianjin Feng*, Wufan Chen. Predicting CT Image From MRI Data Through Feature Matching With Learned Nonlinear Local Descriptors, IEEE Transactions on Medical Imaging, 2018, 37(4): 977-987. (SCI, IF: 7.816, DOI: 10.1109/TMI.2018.2790962)

3. Wei Yang, Yunbi Liu, Liyan Lin, Zhaoqiang Yun, Zhentai Lu, Qianjin Feng*, Wufan Chen. Lung Field Segmentation in Chest Radiographs From Boundary Maps by a Structured Edge Detector, IEEE Journal of Biomedical and Health Informatics, 2018, 22(3): 842-851. (SCI, IF: 4.217, DOI: 10.1109/JBHI.2017.2687939)

4. Liming Zhong, Yanlin Chen, Xiao Zhang, Shupeng Liu, Yuankui Wu, Yunbi Liu, Liyan Lin, Qianjin Feng, Wufan Chen, Wei Yang*. Flexible Prediction of CT Images from MRI Data through Improved Neighborhood Anchored Regression for PET Attenuation Correction, IEEE Journal of Biomedical and Health Informatics, 2019, published online. (SCI, IF: 4.217, DOI: 10.1109/JBHI.2019.2927368)

5. Yao Wu#, Wei Yang#, Lijun Lu, Zhentai Lu, Liming Zhong, Meiyan Huang, Yanqiu Feng, Qianjin Feng*, Wufan Chen. Prediction of CT Substitutes from MR Images Based on Local Diffeomorphic Mapping for Brain PET Attenuation Correction, Journal of Nuclear Medicine, 2016, 57(10): 1635-1641. (SCI, IF: 7.439, DOI: 10.2967/jnumed.115.163121)

6. Xiangrui Yin, Qianlong Zhao, Jin Liu, Wei Yang, Jian Yang, Guotao Quan, Yang Chen*, Huazhong Shu, Limin Luo, Jean-Louis Coatrieux. Domain Progressive 3D Residual Convolution Network to Improve Low Dose CT Imaging, IEEE Transactions on Medical Imaging, 2019, published online. (SCI, IF: 7.816, DOI: 10.1109/TMI.2019.2917258)