近期论文
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Journals:
●YanrongGuo,TaoChen.SemanticsegmentationofRGBDimagesbasedondeepdepthregression.PatternRecognitionLetters109:55-64,2018
●ZhengwangWu,YanrongGuo,SangHyunPark,YaozongGao,PeiDong,Seong-WhanLee,DinggangShen.RobustbrainROIsegmentationbydeformationregressionanddeformableshapemodel.MedicalImageAnalysis43:198-213,2018
●ShijieHao,YanrongGuo,ZhongliangWei.Lightness-awareContrastEnhancementforImageswithDifferentIlluminationConditions.MultimediaToolsandApplications,2018
●XiaohuanCao,JianhuaYang,YaozongGao,YanrongGuo,GuorongWu,DinggangShen.Dual-coresteerednon-rigidregistrationformulti-modalimagesviabi-directionalimagesynthesis.MedicalImageAnalysis,41:18-31,2017
●YanrongGuo,YaozongGao,DinggangShen.DeformableMRProstateSegmentationviaDeepFeatureLearningandSparsePatchMatching.IEEETransactionsonMedicalImaging,35(4):1077-1089,2016
●YanrongGuo,YaozongGao,YeqinShao,TruePrice,AytekinOto,DinggangShen.DeformableSegmentationof3-DMRProstateImagesviaDistributedDiscriminativeDictionaryandEnsembleLearning.MedicalPhysics,vol.41,no.7,pp.072303,2014
●YanrongGuo,GuorongWu,JianguoJiang,DinggangShen.RobustAnatomicalCorrespondenceDetectionbyHierarchicalSparseGraphMatching.IEEETransactionsonMedicalImaging,vol.32,no.2,pp.268-277,2013
●ShunboHu,LifangWei,YaozongGao,YanrongGuo,GuorongWu,DinggangShen.Learning‐basedDeformableImageRegistrationforInfantMRImagesintheFirstYearofLife.MedicalPhysics.44(1):158-170,2017
●ShijieHao,DaruPan,YanrongGuo,RichangHong,MengWang:Imagedetailenhancementwithspatiallyguidedfilters.SignalProcessing120:789-796(2016)
●ShijieHao,YanrongGuo,RichangHong,MengWang:Scale-AwareSpatiallyGuidedMapping.IEEEMultimedia23(3):34-42(2016)
●ShaoyiDu,YanrongGuo,GerardSanroma,DongNi,GuorongWu,DinggangShen:Buildingdynamicpopulationgraphforaccuratecorrespondencedetection.MedicalImageAnalysis26(1):256-267(2015)
●GerardSanroma,GuorongWu,YaozongGao,Kim-HanThung,YanrongGuo,DinggangShen:Atransversalapproachforpatch-basedlabelfusionviamatrixcompletion.MedicalImageAnalysis24(1):135-148(2015)
●YeqinShao,YaozongGao,YanrongGuo,YonghongShi,XinYang,DinggangShen:HierarchicalLungFieldSegmentationWithJointShapeandAppearanceSparseLearning.IEEETrans.Med.Imaging33(9):1761-1780(2014)
●ShijieHao,JianguoJiang,YanrongGuo,HongLi:Activelearningbasedintervertebraldiskclassificationcombiningshapeandtexturesimilarities.Neurocomputing101:252-257(2013)
●ShijieHao,JianguoJiang,YanrongGuo,ShuZhan:ε-Isometrybasedshapeapproximationforimagecontentrepresentation.SignalProcessing93(8):2293-2304(2013)
●郭艳蓉,蒋建国,郝世杰,詹曙.基于统计相似度的医学图像分割.中国图象图形学报,18(2):225-234,2013
●郭艳蓉,蒋建国,郝世杰,詹曙,李鸿.基于LBP特征的随机游走图像分割.电路与系统学报.18(1):149-156,2013.
●蒋建国,郭艳蓉,郝世杰,詹曙,李鸿.贝叶斯框架下的非参数估计GraphCuts分割算法.中国图象图形学报,16(6):947-952,2011
●蒋建国,周丹凤,郝世杰,郭艳蓉,詹曙.联合骨架与边界特征的平面形状分解.中国图象图形学报,17(11):1425-1430,2012
●郝世杰,蒋建国,郭艳蓉,詹曙.弹性二次曲面模型下的三维形状表现与平滑.中国图象图形学报,17(8):1201-1208,2012
●郝世杰,蒋建国,郭艳蓉,詹曙,李鸿.结合形状与纹理特征的椎间盘退化辅助诊断.中国图象图形学报,17(9):1168-1174,2012
Conferences
●YanrongGuo,PeiDong,GuorongWu,WeiliLin,DinggangShen.LongitudinalHypergraphLearning:AConsistentSegmentationMethodforMeasuringtheGrowthTrajectoryofInfantHippocampusfromBrainMRImages.InProceedingsofthe25thAnnualMeetingforInternationalSocietyforMagneticResonanceinMedicine,2017
●YanrongGuo,PeiDong,ShijieHao,LiWang,GuorongWu,DinggangShen:AutomaticSegmentationofHippocampusforLongitudinalInfantBrainMRImageSequencebySpatial-TemporalHypergraphLearning.Patch-MI@MICCAI2016:1-8
●YanrongGuo,GuorongWu,PewThianYap,ValerieJewells,WeiliLin,DinggangShen:SegmentationofInfantHippocampususingCommonFeatureRepresentationsLearnedforMultimodalLongitudinalData.InternationalConferenceonMedicalImageComputingandComputer-AssistedIntervention(MICCAI),pp.63-71,2015
●YanrongGuo,GuorongWu,LeahA.Commander,StephanieSzary,ValerieJewells,WeiliLin,DinggangShen:SegmentingHippocampusfromInfantBrainsbySparsePatchMatchingwithDeep-LearnedFeatures.InternationalConferenceonMedicalImageComputingandComputer-AssistedIntervention(MICCAI),vol.2,pp.308-315,2014
●YanrongGuo,YiqiangZhan,YaozongGao,JianguoJiang,DinggangShen.MRProstateSegmentationviaDistributedDdiscriminativeDictionary(DDD)Learning.InternationalSymposiumonBiomedicalImaging:FromNanotoMacro(ISBI),pp.856-859,2013
●YanrongGuo,GuorongWu,YakangDai,JianguoJiang,DinggangShen.RobustAnatomicalCorrespondenceDetectionbyHierarchicalSparseGraphMatching.MICCAIWorkshoponMedicalComputerVision,pp.89-97,2012
●YanrongGuo,JianguoJiang,ShijieHao,ShuZhan.Distribution-basedActiveContourModelforMedicalImageSegmentation.InternationalConferenceonImageandGraphics,pp.61-65,2011
●PeiDong*,YanrongGuo*,DinggangShen,GuorongWu.Multi-atlasandMulti-modalHippocampusSegmentationforInfantMRBrainImagesbyPropagatingAnatomicalLabelsonHypergraph.Patch-MI@MICCAI2015:188-196
●PeiDong,YanrongGuo,YueGao,PeipengLiang,YonghongShi,QianWang,DinggangShen,GuorongWu.SegmentDeepGrayMatterNucleusfromMRImages:AnAutomaticComputationalToolforEarlyDiagnosisofParkinson'sDisease.InProceedingsofthe25thAnnualMeetingforInternationalSocietyforMagneticResonanceinMedicine,2017
●PeiDong,YangrongGuo,YueGao,PeipengLiang,YonghongShi,QianWang,DinggangShen,GuorongWu.Multi-AtlasBasedSegmentationofBrainstemNucleifromMRImagesbyDeepHyper-GraphLearning.Patch-MI@MICCAI2016:51-59
●LiWang,YanrongGuo,XiaohuanCao,GuorongWu,DinggangShen:ConsistentMulti-AtlasHippocampusSegmentationforLongitudinalMRBrainImageswithTemporalSparseRepresentation.Patch-MI@MICCAI2016:34-42
●ZhengwangWu,SangHyunPark,YanrongGuo,YaozongGao,DinggangShen:RegressionGuidedDeformableModelsforSegmentationofMultipleBrainROIs.MLMI@MICCAI2016:237-245
●MinjeongKim,GuorongWu,YanrongGuo,DinggangShen.Jointlabelingofmultipleregionsofinterest(ROIS)byenhancedautocontextmodels.ISBI2015:1560-1563
●YeqinShao,YanrongGuo,YaozongGao,XinYang,DinggangShen:HippocampusSegmentationfromMRInfantBrainImagesviaBoundaryRegression.MCV@MICCAI2015:146-154
●GerardSanroma,GuorongWu,Kim-HanThung,YanrongGuo,DinggangShen.NovelMulti-AtlasSegmentationbyMatrixCompletion.MLMI2014:207-214
●ShijieHao,JianguoJiang,YanrongGuo,ShuZhan.IntervertebralDiscShapeAnalysiswithGeodesicMetricinShapeSpace.InProceedingsof6thInternationalConferenceonImageandGraphics.Hefei,China,2011
BookChapters:
●YanrongGuo,YaozongGao,DinggangShen.DeformableMRProstateSegmentationviaDeepFeatureLearningandSparsePatchMatchingpp.197–222,2017,AcademicPress.
●YaozongGao,YanrongGuo,YinghuanShi,ShuLiao,JunLian,DinggangShen.Image-GuidedRadiotherapywithMachineLearning.MachineLearninginRadiationOncology,pp.157-192,2015,SpringerPress.