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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[JMRI] A Multiparametric Fusion Deep Learning Model Based on...
AMultiparametricFusionDeepLearningModelBasedonDCE-MRIforPreoperativePredictionofMicrovascularInvasioninIntrahepaticCholangiocarcinomaWenyuGao*,WentaoWang*,DanjunSon...
2022-02-16
[Knowledge-Based Systems] One-shot Active Learning for Image...
One-shotActiveLearningforImageSegmentationviaContrastiveLearningandDiversity-basedSamplingQiuyeJin,MingzhiYuan,QinQiao†,ZhijianSong†Knowledge-BasedSystems(2022,IF=8...
2022-01-26
[La Radiologia Medica] A Multiparametric Fusion Deep Learnin...
AMultiparametricFusionDeepLearningModelBasedonDCE-MRIforPreoperativePredictionofMicrovascularInvasioninIntrahepaticCholangiocarcinomaWenyuGao*,WentaoWang*,DanjunSon...
2022-01-06
[TPAMI] Efficient and Outlier-Robust Simultaneous Pose and C...
Abstract:Estimatingtheposeofacalibratedcamerarelativetoa3Dpoint-setfromoneimageisanimportanttaskincomputervision.Perspective-n-Pointalgorithmsareoftenusedifperfect2...
2022-01-05
[AAAI'22] TransMEF: A Transformer-Based Multi-Exposure Image...
TransMEF:ATransformer-BasedMulti-ExposureImageFusionFrameworkviaSelf-SupervisedMulti-TaskLearningLinhaoQu*,ShaoleiLiu*,ManningWang†,ZhijianSong†AcceptedbytheThirty-...
2021-12-03
[Medical Physics] Dynamic Boundary-Insensitive Loss for MR M...
DynamicBoundary-InsensitiveLossforMRMedicalImageSegmentationMingyanQiu,ChenxiZhang*,andZhijianSong*MedicalPhysics(IF:4.071)AbstractPurpose:Deeplearningmethodhasachi...
2021-11-12
[ICONIP'21] WaveFuse: A Unified Unsupervised Framework for I...
WaveFuse:AUnifiedUnsupervisedFrameworkforImageFusionwithDiscreteWaveletTransformShaoleiLiu,ManningWang†,ZhijianSong†28thInternationalConferenceonNeuralInformationPr...
2021-10-15
[MICCAI'21] A Hybrid Attention Ensemble Framework for Zonal ...
AHybridAttentionEnsembleFrameworkforZonalProstateSegmentationMingyanQiu,ChenxiZhang†,andZhijianSong†InternationalConferenceonMedicalImageComputingandComputer-Assist...
2021-06-14
[MICCAI'21] Joint Motion Correction and Super Resolution for...
JointMotionCorrectionandSuperResolutionforCardiacSegmentationviaLatentOptimisationShuoWang,ChenQin,NicoloSavioli,ChenChen,DeclanORegan,StuartCook,YikeGuo,DanielRuec...
2021-06-14
[Journal of Cancer Research and Clinical Oncology] Using dee...
UsingdeeplearningtopredictmicrovascularinvasioninhepatocellularcarcinomabasedondynamiccontrastenhancedMRIcombinedwithclinicalparametersDanjunSong*,YueyueWang*,Wenta...
2021-04-12
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![[MICCAI'21] Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent Optimisation](/_upload/article/images/7f/41/73388f1b4a3dbc828e7ce262d1cd/14a02cd3-0421-4ad7-9e66-010f9ca42500_s.png)
![[JMRI] A Multiparametric Fusion Deep Learning Model Based on DCE-MRI for Preoperative Prediction of Microvascular Invasion in Intrahepatic Cholangiocarcinoma](/_upload/article/images/94/cb/5c53677746c8b46b0030ba7da3bd/26fc91f4-6fe0-49a1-8648-d259d13c509a_s.png)
![[Knowledge-Based Systems] One-shot Active Learning for Image Segmentation via Contrastive Learning and Diversity-based Sampling](/_upload/article/images/90/d4/f437e2aa4dd7883e5b528b9ed63d/3d392bf5-2097-4976-9b5f-aa0281eb5dcf_s.png)
![[La Radiologia Medica] A Multiparametric Fusion Deep Learning Model Based on DCE-MRI for Preoperative Prediction of Microvascular Invasion in Intrahepatic Cholangiocarcinoma](/_upload/article/images/1d/94/3813bb7344c8ac508a97fe94d924/1b3df7f8-a2fa-4ed3-b986-2d12dcdad422_s.png)
![[AAAI'22] TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework via Self-Supervised Multi-Task Learning](/_upload/article/images/93/f8/8b63ad9d4f468ddc48922f6f99aa/2d83fcbe-c673-4387-ae94-7ab4d420c720_s.png)
![[Medical Physics] Dynamic Boundary-Insensitive Loss for MR Medical Image Segmentation](/_upload/article/images/c3/4c/78356d4b4d1e89e11d016bcf0568/fdc85d86-a3c5-403b-b537-f9de7bc6734d_s.png)
![[ICONIP'21] WaveFuse: A Unified Unsupervised Framework for Image Fusion with Discrete Wavelet Transform](/_upload/article/images/a7/c3/a1fc32524a05adc1b1a3b2de58fb/4478a67b-8f5c-4f5c-8dd8-430b258644b5_s.png)
![[MICCAI'21] A Hybrid Attention Ensemble Framework for Zonal Prostate Segmentation](/_upload/article/images/e7/cb/8766b34c457cb09369bdd157f613/cd6a80fb-8b07-41e2-ae6c-b6ef61e4f7d2_s.png)
![[Journal of Cancer Research and Clinical Oncology] Using deep learning to predict microvascular invasion in hepatocellular carcinoma based on dynamic contrast‑enhanced MRI combined with clinical parameters](/_upload/article/images/db/29/332c84e74bb582e4bf15ade3ca9c/58a2ba48-33d8-4a2a-8a55-ce0efb3736b9_s.png)