Professor | Guoyan Zheng | Asia Growth Partners

Name	Guoyan Zheng
Contact Information	guoyan.zheng@sjtu.edu.cn
Language ability	English, Chinese, German
Province	Shanghai

Name

Guoyan Zheng

Contact Information

guoyan.zheng@sjtu.edu.cn

Language ability

English, Chinese, German

Province

Shanghai

University/Lab Affiliation and Title	Shanghai Jiao Tong University
Faculty	Biomedical Engineering
Academic Background & Achievements	PhD: University of Bern, Switzerland Project leader for a major national natural science project Project leader for a major national research and development project Project leader for a major high-tech project in Shanghai
Work Experience	2019 - Present: Director at the Image-Guided Intervention Research Center, Institute of Medical Robotics, Shanghai Jiao Tong University Before 2019: Director and Associate Professor at the Medical Information Processing Laboratory, University of Bern
Awards	2019: First Prize in the Global Medical Robotics Innovation Design Competition Various Best Paper Awards at international conferences such as ICIAR’18, CAOS’18, MLMI’17, CARS’14, and CAOS’06 2012: Best Basic Paper Award from the Journal of Laryngology and Otology 2009: Ypsomed Innovation Research Award

University/Lab Affiliation and Title

Shanghai Jiao Tong University

Faculty

Biomedical Engineering

Academic Background & Achievements

PhD: University of Bern, Switzerland
Project leader for a major national natural science project
Project leader for a major national research and development project
Project leader for a major high-tech project in Shanghai

Work Experience

2019 - Present: Director at the Image-Guided Intervention Research Center, Institute of Medical Robotics, Shanghai Jiao Tong University
Before 2019: Director and Associate Professor at the Medical Information Processing Laboratory, University of Bern

Awards

2019: First Prize in the Global Medical Robotics Innovation Design Competition
Various Best Paper Awards at international conferences such as ICIAR’18, CAOS’18, MLMI’17, CARS’14, and CAOS’06
2012: Best Basic Paper Award from the Journal of Laryngology and Otology
2009: Ypsomed Innovation Research Award

Areas of Focus	Computer-assisted surgery and medical robotics Medical image segmentation, registration, and reconstruction Computer-assisted diagnosis based on machine learning and deep learning
Publications	Holistic decomposition convolution for effective semantic segmentation of medical volume images, G Zheng, 2019 3D multi-scale FCN with random modality voxel dropout learning for intervertebral disc localization and segmentation from multi-modality MR images, G Zheng, 2018 Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: a grand challenge, G Zheng, 2017 Non-rigid free-form 2D-3D registration using a B-spline-based statistical deformation model, G Zheng, 2017 Multi-Atlas Segmentation Constrained Graph Method for Accurate Segmentation of Hip CT Images, G Zheng, 2015 Localization and segmentation of 3D intervertebral discs in MR images by data driven estimation, G Zheng, 2015

Areas of Focus

Computer-assisted surgery and medical robotics
Medical image segmentation, registration, and reconstruction
Computer-assisted diagnosis based on machine learning and deep learning

Publications

Holistic decomposition convolution for effective semantic segmentation of medical volume images, G Zheng, 2019
3D multi-scale FCN with random modality voxel dropout learning for intervertebral disc localization and segmentation from multi-modality MR images, G Zheng, 2018
Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: a grand challenge, G Zheng, 2017
Non-rigid free-form 2D-3D registration using a B-spline-based statistical deformation model, G Zheng, 2017
Multi-Atlas Segmentation Constrained Graph Method for Accurate Segmentation of Hip CT Images, G Zheng, 2015
Localization and segmentation of 3D intervertebral discs in MR images by data driven estimation, G Zheng, 2015

Surgery Robotics Image Segmentation Image Registration Image Reconstruction Machine Learning Deep Learning Medical Imaging Computer-Assisted Diagnosis

Yiping Du - Shanghai Jiao Tong University

Yao Guo - Shanghai Jiao Tong University

Xiaohua Qian - Shanghai Jiao Tong University

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