Professor | 郭富民 | 数字化转型顾问

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Name

郭富民

Contact Information

fguo@hust.edu.cn

Language ability

英语, 汉语

Province

湖北省

University/Lab Affiliation and Title	华中科技大学
Faculty	Life Sciences
Academic Background & Achievements	2005-2009 生物信息技术学士：华中科技大学 2009-2012 生物医学工程硕士：华中科技大学 2013-2017 生物医学工程博士：加拿大西安大略大学多伦多大学博士后研究
Work Experience	2017.10-2022.4 多伦多大学Sunnybrook研究所全职博士后 2022.5-至今华中科技大学武汉光电国家研究中心全职教授
Awards	2017 加拿大自然科学与工程理事会NSERC基金 2020 加拿大NSERC-Banting基金 2021 加拿大John Polanyi医学与生理学奖

University/Lab Affiliation and Title

华中科技大学

Faculty

Life Sciences

Academic Background & Achievements

Work Experience

Awards

Areas of Focus	心脏-肺MRI-CT成像与图像处理超极化3He/129Xe MRI成像智能医学图像处理与分析影像引导的心脏-肺介入式系统
Publications	Globally Optimal Co-Segmentation of Three-dimensional Pulmonary 1H and Hyperpolarized 3He MRI with Spatial Consistence Prior, 郭富民, 袁静, Martin Rajchl, Sarah Svenningsen, Dante PI Capaldi, Khadija Sheikh, Aaron Fenster, Grace Parraga, 2015 Improving Cardiac MRI Convolutional Neural Network Segmentation on Small Training Datasets and Dataset Shift: A Continuous Kernel Cut Approach, 郭富民, Matthew Ng, Maged Goubran, Steffen E Petersen, Stefan K Piechnik, Stefan Neubauer, Graham Wright, 2020 Pulmonary Ventilation Maps generated using Free-breathing Proton MRI and a Deep Convolutional Neural Network, Dante Capaldi, 郭富民, Xing Lei, Grace Parraga, 2021 Ultra-short Echo-time MRI Lung Segmentation with Under-annotations and Domain Shift, 郭富民, Dante PI Capaldi, David G McCormack, Aaron Fenster, Grace Parraga, 2020 Cardiac MRI Segmentation With Sparse Annotations: Ensembling Deep Learning Uncertainty and Shape Prior, 郭富民, Matthew Ng, Grey Kuling, Graham Wright, 2021

Areas of Focus

心脏-肺MRI-CT成像与图像处理
超极化3He/129Xe MRI成像
智能医学图像处理与分析
影像引导的心脏-肺介入式系统

Publications

Globally Optimal Co-Segmentation of Three-dimensional Pulmonary 1H and Hyperpolarized 3He MRI with Spatial Consistence Prior, 郭富民, 袁静, Martin Rajchl, Sarah Svenningsen, Dante PI Capaldi, Khadija Sheikh, Aaron Fenster, Grace Parraga, 2015
Improving Cardiac MRI Convolutional Neural Network Segmentation on Small Training Datasets and Dataset Shift: A Continuous Kernel Cut Approach, 郭富民, Matthew Ng, Maged Goubran, Steffen E Petersen, Stefan K Piechnik, Stefan Neubauer, Graham Wright, 2020
Pulmonary Ventilation Maps generated using Free-breathing Proton MRI and a Deep Convolutional Neural Network, Dante Capaldi, 郭富民, Xing Lei, Grace Parraga, 2021
Ultra-short Echo-time MRI Lung Segmentation with Under-annotations and Domain Shift, 郭富民, Dante PI Capaldi, David G McCormack, Aaron Fenster, Grace Parraga, 2020
Cardiac MRI Segmentation With Sparse Annotations: Ensembling Deep Learning Uncertainty and Shape Prior, 郭富民, Matthew Ng, Grey Kuling, Graham Wright, 2021

Mri Ct 心脏肺部图像处理超极化医学成像介入系统 3He 129Xe

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