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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[Frontiers of Computer Science] Decoupled Deep Hough Voting ...
DecoupledDeepHoughVotingforPointCloudRegistrationMingzhiYuan*,KexueFu*,ZhihaoLiandManningWang†FrontiersofComputerScience(IF=2.669)Estimatingrigidtransformationusing...
2023-02-15
[ICRA'23] Boosting 3D Point Cloud Registration by Transferri...
Boosting3DPointCloudRegistrationbyTransferringMulti-modalityKnowledgeMingzhiYuan*,XiaoshuiHuang*,KexueFu*,ZhihaoLiandManningWang†InternationalConferenceonRoboticsan...
2023-02-02
[EJNMMI] An artificial intelligence-driven image quality ass...
Anartificialintelligence-drivenimagequalityassessmentsystemforwhole-body[18F]FDGPET/CTChiQi*,ShuoWang*,HaojunYu,YiqiuZhang,PengchengHu,HuiTan,YonghongShi†,Hongcheng...
2022-12-19
[Information Fusion] Rethinking multi-exposure image fusion ...
Rethinkingmulti-exposureimagefusionwithextremeanddiverseexposurelevels:ArobustframeworkbasedonFouriertransformandcontrastivelearningLinhaoQu*,ShaoleiLiu*,ManningWan...
2022-12-09
[Frontiers of Computer Science] A Learnable Self-Supervised ...
ALearnableSelf-SupervisedTaskforUnsupervisedDomainAdaptationonPointCloudClassificationandSegmentationShaoleiLiu*,XiaoyuanLuo*,KexueFu,ManningWang†,ZhijianSong†Front...
2022-12-03
[AAAI'23] Reducing Domain Gap in Frequency and Spatial domai...
ReducingDomainGapinFrequencyandSpatialdomainforCross-modalityDomainAdaptationonMedicalImageSegmentationShaoleiLiu*,SiqiYin*,LinhaoQu,ManningWang†,ZhijianSong†Thirty...
2022-11-25
[MedIA] Generative myocardial motion tracking via latent spa...
Generativemyocardialmotiontrackingvialatentspaceexplorationwithbiomechanics-informedpriorChenQin†,ShuoWang†,ChenChen,WenjiaBai,DanielRueckertMedicalImageAnalysis(IF...
2022-11-18
[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
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![[EJNMMI] An artificial intelligence-driven image quality assessment system for whole-body [18F]FDG PET/CT](/_upload/article/images/90/f5/313f511b437591a180bcb8194820/ffe00016-c840-4381-8e93-4518e711e3d0_s.jpg)
![[Frontiers of Computer Science] Decoupled Deep Hough Voting for Point Cloud Registration](/_upload/article/images/ea/ab/bfaf876f4c3a8ece02267fdac446/99828b7e-e627-42bc-95ae-3acf1b870581_s.png)
![[ICRA'23] Boosting 3D Point Cloud Registration by Transferring Multi-modality Knowledge](/_upload/article/images/09/5e/b651fc0e49088aa9638315814d3c/1ff8cea3-61fc-4f73-9c49-799a2f2ade2a_s.png)
![[Information Fusion] Rethinking multi-exposure image fusion with extreme and diverse exposure levels: A robust framework based on Fourier transform and contrastive learning](/_upload/article/images/ee/2f/6dfcddea4277b0d57b9b13bca02e/aaebdc06-a474-4fac-8506-d80df08ab34e_s.png)
![[Frontiers of Computer Science] A Learnable Self-Supervised Task for Unsupervised Domain Adaptation on Point Cloud Classification and Segmentation](/_upload/article/images/d7/f9/d66b6bd5473ba272f0d7f5ec41d8/962fcb8e-d99a-499b-bd7a-dbdcf282f54f_s.png)
![[AAAI'23] Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation](/_upload/article/images/04/48/92cfa4ea49719851f3814ca20250/a751edc6-0adf-4d8b-84d8-d5d39e16dd7d_s.png)
![[MedIA] Generative myocardial motion tracking via latent space exploration with biomechanics-informed prior](/_upload/article/images/49/0e/8aba35d94f1aa886570873ea8a73/82ee76cc-639d-4f47-9dd4-7eb75f63f447_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)