Professor | 郑国焱 | 数字化转型顾问

Name

郑国焱

Contact Information

guoyan.zheng@sjtu.edu.cn

Language ability

英语, 汉语, 德语

Province

上海

University/Lab Affiliation and Title	上海交通大学
Faculty	Biomedical Engineering
Academic Background & Achievements	博士：瑞士伯尔尼大学国自然重点支持项目项目负责人科技部国家重点研发课题项目负责人上海市科委“科技创新行动计划”高新技术领域重大项目课题项目负责人
Work Experience	2019年至今：上海交通大学医疗机器人研究院影像导航介入研究中心主任 2019年前：瑞士伯尔尼大学医学信息处理实验室主任、副教授
Awards	2019年：全球医疗机器人创新设计大赛一等奖 ICIAR’18、CAOS’18、MLMI’17、CARS’14和CAOS’06等国际会议最佳论文奖 2012年：《喉科学与耳科学杂志》最佳基础论文奖 2009年：Ypsomed创新研发大奖

University/Lab Affiliation and Title

上海交通大学

Faculty

Biomedical Engineering

Academic Background & Achievements

Work Experience

Awards

Areas of Focus	计算机辅助外科和医疗机器人医学图像分割、配准和重建基于机器学习和深度学习的计算机辅助诊断
Publications	Holistic decomposition convolution for effective semantic segmentation of medical volume images, 郑国焱, 2019 3D multi-scale FCN with random modality voxel dropout learning for intervertebral disc localization and segmentation from multi-modality MR images, 郑国焱, 2018 Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: a grand challenge, 郑国焱, 2017 Non-rigid free-form 2D-3D registration using a B-spline-based statistical deformation model, 郑国焱, 2017 Multi-Atlas Segmentation Constrained Graph Method for Accurate Segmentation of Hip CT Images, 郑国焱, 2015 Localization and segmentation of 3D intervertebral discs in MR images by data driven estimation, 郑国焱, 2015

Areas of Focus

计算机辅助外科和医疗机器人
医学图像分割、配准和重建
基于机器学习和深度学习的计算机辅助诊断

Publications

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

外科机器人图像分割图像配准图像重建机器学习深度学习医学成像计算机辅助诊断

胡晨曦 - 上海交通大学

钱晓华 - 上海交通大学

张立箎 - 上海交通大学

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