教授/Professor
醫(yī)學影像 , 醫(yī)學信號檢測和分析 , 醫(yī)療人工智能 , 混合現(xiàn)實技術(shù)
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1研究興趣
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2Biography
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3Contact Me
郭圣文,，男,，博士,，教授,，博士生導師,。華南理工大學自動化科學與工程學院,、國家人體組織功能重建工程技術(shù)研究中心教授,，兼任廣東省老年癡呆診斷與康復工程技術(shù)研究中心副主任,。2004年畢業(yè)于東南大學生物電子學國家重點實驗室,，獲工學博士學位,，畢業(yè)后，到華南理工大學生物醫(yī)學工程系任教,。2008 年至2010 年,，2015年先后赴美國Case Western Reserve University與University of Illinois Urbana-Champaign等高校從事醫(yī)學影像與多模態(tài)圖像分析方面的研究。
主講《C++程序設(shè)計》,、《醫(yī)學圖像處理》,、《醫(yī)學成像技術(shù)》等本科和碩士課程，以及《Digital Signal Processing》碩士課程(全英),。
現(xiàn)為醫(yī)學影像與醫(yī)學電子團隊負責人,，主要從事圖像分析與模式識別、腦電信號分析、腦機接口,、醫(yī)療人工智能,、混合現(xiàn)實技術(shù)及醫(yī)學儀器設(shè)計等方面研究。近年來,，重點關(guān)注心,、腦、肝臟與腎等重大疾病的智能診治與運動障礙患者康復問題,，探索生理信號檢測,、處理和分析方法、人工智能算法,，以及虛擬現(xiàn)實和混合現(xiàn)實技術(shù)等應用于疾病的早期診斷,、病灶準確定位、精確預后與輔助康復治療等,。
近年來,，主持國家及省部級項目10余項，在領(lǐng)域內(nèi)高水平期刊共計發(fā)表學術(shù)論文60多篇,，其中被三大索引收錄30多篇,，參與編寫英文專著1部，授權(quán)發(fā)明專利10多項,，軟件著作權(quán)2項,，申請專利20余項。
任中國生物醫(yī)學工程學會醫(yī)學影像專業(yè)委員會常務理事,，廣東省生物醫(yī)學工程學會理事、廣東省生物醫(yī)學工程學會醫(yī)學信息工程專業(yè)委員會副主任委員,，廣東省醫(yī)療裝備學會醫(yī)學影像
專業(yè)委員會常務理事,，廣東省技術(shù)貿(mào)易壁壘學術(shù)委員會委員。曾任IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Neural Networks
and Learning Systems, IEEE Journal of Selected Topics in Signal Processing , IEEE Access, Neurocomputing, Quantitative Imaging in Medicine and Surgery與Optics
Letter 等重要國際期刊及電子學報,、東南大學學報,、華南理工大學學報的審稿人
圖像分析與模式識別、腦電信號分析,、腦機接口,、醫(yī)療人工智能、混合現(xiàn)實技術(shù)及醫(yī)學儀器設(shè)計
Shengwen Guo
Professor
Department of Biomedical Engineering
School of Materials Science and Engineering
South China University of Technology
National Engineering Research Center for Tissue Restoration & Reconstruction(NERC-TRE)
502 Bldg. B12,
Higher Education Mega Center,
Panyu District,
Guangzhou 510006,P.R.China
Email: [email protected]
Research Interest
(1) Medical Imaging
Image Processing and Analysis
(2) Pattern Recognition
(3) Computerlized Neuroimaging
(4) Computer-aided Diagnosis and Theropy(CAD/CAT)
Dr. Shengwen Guo is a professor in the Department of Biomedical Engineering of South China University of Technology, National Engineering Research Center for Tissue Restoration & Reconstruction(NERC-TRE). He received his PhD from the Southeast University(China) in 2004 and was a visiting scholar in 2015 at Beckman Institute, Department of Electrical and Computer Engineering of University of Illinois at Urbana-Champaign, he was a postdoctoral research fellow between 2008 and 2010 at the Department of Radiology, Case Western Research University and Alcorn State University.
His current work focuses on the studies of medical imaging and image analysis. Specifically, Dr. Guo's group has:
(1) Based on the multiple biomarkers including biochemical indicators, genetic markers and neuroimaging data, developed discriminative analysis and automatic classification on the major chronic neurological disorders such as Alzheimer's disease(AD), epilepsy, and depression. It aims to explore the pathogenesis, process and progress of these diseases , which leads to early detection and diagnosis, risk prediction, timely intervention and effective treatment;
(2) Investigated characteristics of intravascular ultrasound microbubbles, revealed the ultrasound microbubble motion and deformation, interaction with the ultrasound excitation, vascular structure and function, provided important theoretical basis and guidance for early detection of vascular lesion and targeted drug therapy;
(3) Developed a series of medical image analysis systems and application software, including three-dimensional visualization system(3D MedVis), multi-modal medical image registration and fusion software, motion correction, content-based medical image retrieval engine(CBMIR), quantitative analysis and motion tracing of microscopic images, etc.
Dr. Guo has authored or co-authored more than 50 peer-reviewed journal articles. He is performing research in medical imaging and image processing supported by the National Natural Science Foundation of China, Science and Technology Planning Project of Guangdong Province, and the China Scholar Council. He was ever peer reviewers of international journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Journal of Selected Topics in Signal Processing and Optics Letter, etc.
Scholat.com/shengwen
廣州市天河區(qū)五山路381號
