上海市医学图像处理与计算机辅助手术重点实验室
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[Information Sciences] Cold-start Active Learning for Image ...
Cold-startActiveLearningforImageClassificationQiuyeJin,MingzhiYuan,ShimanLi,HaoranWang,ManningWang†,ZhijianSong†InformationSciences(IF=8.233)AbstractActiveLearning(...
2022-10-12
[NeurIPS'22 Spotlight] Weakly Supervised Knowledge Distillat...
WeaklySupervisedKnowledgeDistillationforWholeSlideImageClassificationLinhaoQu*,XiaoyuanLuo*,ManningWang†,ZhijianSong†Thirty-SixthConferenceonNeuralInformationProces...
2022-09-15
[Physics in Medicine and Biology] Towards Label-efficient Au...
TowardsLabel-efficientAutomaticDiagnosisandAnalysis:AComprehensiveSurveyofAdvancedDeepLearning-basedWeakly-supervised,Semi-supervisedandSelf-supervisedTechniquesinH...
2022-09-13
[TPAMI] Robust Point Cloud Registration Framework Based on D...
RobustPointCloudRegistrationFrameworkBasedonDeepGraphMatchingKexueFu*,JiazhengLuo*,XiaoyuanLuo,ShaoleiLiu,ChenxiZhang†,ManningWang†IEEETransactionsonPatternAnalysis...
2022-09-05
[Knowledge-Based Systems] Deep Active Learning Models for Im...
DeepActiveLearningModelsforImbalancedImageClassificationQiuyeJin,MingzhiYuan,HaoranWang,ManningWang†,ZhijianSong†Knowledge-BasedSystems(IF=8.139)AbstractActivelearn...
2022-08-29
[ECCV'22] PointCLM: A Contrastive Learning-based Framework f...
PointCLM:AContrastiveLearning-basedFrameworkforMulti-instancePointCloudMingzhiYuan,ZhihaoLi,QiuyeJin,XinrongChen†,andManningWang†EuropeanConferenceonComputerVisionA...
2022-07-11
[Brain Sciences] Prediction Model of Hemorrhage Transformat...
PredictionModelofHemorrhageTransformationinPatientwithAcuteIschemicStrokeBasedonMultiparametricMRIRadiomicsandMachineLearningYucongMeng*,HaoranWang*,ChuanfuWu*,Xiao...
2022-06-28
[MICCAI'22] DGMIL: Distribution Guided Multiple Instance Lea...
DGMIL:DistributionGuidedMultipleInstanceLearningforWholeSlideImageClassificationLinhaoQu*,XiaoyuanLuo*,ShaoleiLiu,ManningWang†,ZhijianSong†Acceptedbythe24thInternat...
2022-06-20
[Int J Med Robot Comp] Fusion of Multimodality Image and Poi...
FusionofMultimodalityImageandPointCloudforSpatialSurfaceRegistrationforKneeArthroplastyYanjingLiu*,DeminYao*,ZanjingZhai*,HuiWang,JiayiChen,ChuanfuWu,HuaQiao,HuiwuL...
2022-05-25
[Journal of NeuroInterventional Surgery] Prediction of Cereb...
PredictionofCerebralAneurysmRupturesingaPointCloudNeuralNetworkXiaoyuanLuo*,JienanWang*,XinmeiLiang,LeiYan,XinhuaChen,JianHe,JingLuo,BingZhao,GuangchenHe;ManningWan...
2022-03-30
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![[Journal of NeuroInterventional Surgery] Prediction of Cerebral Aneurysm Rupture using a Point Cloud Neural Network](/_upload/article/images/73/c4/aede81e3491598462bbe0da8201f/dd8190b0-be62-4f19-9d76-f8774cd6c030_s.png)
![[Information Sciences] Cold-start Active Learning for Image Classification](/_upload/article/images/f7/e5/78794b904b67b1bdf4bf340bce84/9e407552-4c0c-49a0-a68f-c13a1a642d89_s.jpg)
![[NeurIPS'22 Spotlight] Weakly Supervised Knowledge Distillation for Whole Slide Image Classification](/_upload/article/images/72/c3/3ad88b9747de89b6a59440209528/f7e16970-5b3f-42ca-b018-cc22f2793521_s.png)
![[Physics in Medicine and Biology] Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis](/_upload/article/images/13/c5/8d56dcf74d569549e8ddf2b37c40/16a00427-80d4-419f-9072-4ba5d60cc497_s.png)
![[TPAMI] Robust Point Cloud Registration Framework Based on Deep Graph Matching](/_upload/article/images/b8/7d/bc663057433988e39a74eea93d20/df1040b2-fdc1-4419-a79d-04234e8ac031_s.png)
![[Knowledge-Based Systems] Deep Active Learning Models for Imbalanced Image Classification](/_upload/article/images/71/3e/718eedf54942bc994030058ac20b/40f4219f-4029-45eb-9a56-f4d0276a03ba_s.jpg)
![[ECCV'22] PointCLM: A Contrastive Learning-based Framework for Multi-instance Point Cloud Registration](/_upload/article/images/c4/e2/3efb6eac4c34a31163f1148dfefd/9d2d2b75-c2d9-41ea-8337-eced0f712da1_s.png)
![[Brain Sciences] Prediction Model of Hemorrhage Transformation in Patient with Acute Ischemic Stroke Based on Multiparametric MRI Radiomics and Machine Learning](/_upload/article/images/20/a7/162ea6e54aaba33002c338200216/2f325b1d-f9ec-482e-b2ff-1812c2965b11_s.jpg)
![[MICCAI'22] DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification](/_upload/article/images/b1/5f/baa7877648b79088bd1c998334ec/7b7a851b-8dc0-4e9f-9b53-c5a3f35d2346_s.png)
![[Int J Med Robot Comp] Fusion of Multimodality Image and Point Cloud for Spatial Surface Registration for Knee Arthroplasty](/_upload/article/images/2f/99/99ebd18946da99bdcd2ff131047d/904e0747-1e28-4f7e-bc10-25ce35d830fa_s.png)