个人简历

教育经历
2014-2018伦敦大学学院(UCL)，医学与生物医学影像，博士
2011-2014上海交通大学，生物医学工程，硕士
2009-2011上海交通大学，智能科学与技术，第二专业学士
2007-2011上海交通大学，生物医学工程，学士

工作经历
2018．10-至今电子科技大学，机械与电气工程学院，副教授
2018.7-2018.9伦敦国王学院，生物医学工程学院，研究助理
2018.1-2018.7伦敦大学学院，医学物理与生物医学工程系，研究助理
研究项目与课题
2014-2017英国EngineeringandPhysicalScienceResearchCouncil(EPSRC)项目：Imagesegmentationforfetalsurgeryplanning，No.1585723，主研。
2012-2014国家自然科学基金面上项目：基于组合稀疏轮廓先验模型和最小监督分类的肝脏割及手术规划关键理论研究，No.61271318,主研。
招生专业
硕士招生专业
080200机械工程
06方向：机器人技术

研究领域

研究方向
1、医学图像计算
2、深度学习
3、计算机视觉

近期论文

1．GuotaiWang*,MariaAZuluaga,WenqiLi,RosalindPratt,PremalAPatel,MichaelAertsen,TomDoel,AnnaLDivid,JanDeprest,SebastienOurselin,TomVercauteren.DeepIGeoS:Adeepinteractivegeodesicframeworkformedicalimagesegmentation.IEEETransactionsonPatternAnalysisandMachineIntelligence.Vol41(7),pp1559-1572,2019.
2．GuotaiWang*,WenqiLi,MichaelAertsen,JanDeprest,SébastienOurselin,TomVercauteren.Aleatoricuncertaintyestimationwithtest-timeaugmentationformedicalimagesegmentationwithconvolutionalneuralnetworks.Neurocomputing,vol338,pp34-45,2019.
3．GuotaiWang*,WenqiLi,MariaAZuluaga,RosalindPratt,PremalAPatel,MichaelAertsen,TomDoel,AnnaLDavid,JanDeprest,SebastienOurselin,TomVercauteren.Interactivemedicalimagesegmentationusingdeeplearningwithimage-specificfine-tuning.IEEETransactionsonMedicalImaging,vol37(7),pp1562-1573,2018.
4．GuotaiWang*,MariaAZuluaga,RosalindPratt,MichaelAertsen,TomDoel,MariaKlusmann,AnnaLDavid,JanDeprest,TomVercauteren,SebastienOurselin.Slic-Seg:Aminimallyinteractivesegmentationoftheplacentafromsparseandmotion-corruptedfetalMRIinmultipleviews.MedicalImageAnalysis,vol34,pp137-147,2016.
5．GuotaiWang,ShaotingZhang,HongzhiXie,DimitrisN.MetaxasandLixuGu*.Ahomotopy-basedsparserepresentationforfastandaccurateshapepriormodelinginliversurgicalplanning.MedicalImageAnalysis,vol19,pp176-186,2015.
会议论文：
1．MichaelEbner*,GuotaiWang*,WenqiLi,MichaelAertsen,PremalA.Patel,RosalindAughwane,AndrewMelbourne,TomDoel,AnnaL.David,JanDeprest,SebastienOurselin,andTomVercauteren.AnAutomatedLocalization,SegmentationandReconstructionFrameworkforFetalBrainMRI.InMedicalImageComputingandComputer-AssistedIntervention(MICCAI),pp.313-320,2018.（共同第一作者）
2．GuotaiWang*,WenqiLi,SebastienOurselinandTomVercauteren.AutomaticBrainTumorSegmentationusingCascadedAnisotropicConvolutionalNeuralNetworks.InBrainlesion:Glioma,MultipleSclerosis,StrokeandTraumaticBrainInjuries,pp179-190,2018.(2017年MICCAI脑肿瘤分割挑战赛第二名)
3．GuotaiWang*,MariaA.Zuluaga,RosalindPratt,MichaelAertsen,TomDoel,MariaKlusmann,AnnaL.David,JanDeprest,TomVercauterenandSébastienOurselin.DynamicallyBalancedOnlineRandomForestsforInteractiveScribble-basedSegmentation.InMedicalImageComputingandComputer-AssistedIntervention(MICCAI),pp.352-360,2016.
4．GuotaiWang*,MariaA.Zuluaga,RosalindPratt,MichaelAertsen,AnnaL.David,JanDeprest,TomVercauterenandSébastienOurselin.Slic-Seg:Slice-by-slicesegmentationpropagationoftheplacentainfetalMRIusingone-planescribblesandonlinelearning.InMedicalImageComputingandComputer-AssistedIntervention(MICCAI),pp.29-37,2015.
5．GuotaiWang,ShaotingZhangandLixuGu*,ScalableSparseShapeCompositionandItsApplicationtoLiverSurgicalPlanning.IEEE11thInternationalSymposiumonBiomedicalImaging(ISBI),pp377-380,2014.