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Viewing Publication 1 - 100 from 114

2024

OSCNet: Orientation-Shared Convolutional Network for CT Metal Artifact LearningHong Wang 0021, Qi Xie, Dong Zeng, Jianhua Ma, Deyu Meng, Yefeng Zheng 0001. tmi, 43(1):489-502, January 2024. [doi]

Learning Generalized Medical Image Segmentation from Decoupled Feature QueriesQi Bi, Jingjun Yi, Hao Zheng, Wei Ji, Yawen Huang, Yuexiang Li, Yefeng Zheng 0001. AAAI 2024: 810-818 [doi]

Attention Cycle-consistent universal network for More Universal Domain AdaptationZiyun Cai, Yawen Huang, Tengfei Zhang, Xiao-Yuan Jing, Yefeng Zheng 0001, Ling Shao 0001. PR, 147:110109, March 2024. [doi]

Cooper: Coordinating Specialized Agents towards a Complex Dialogue GoalYi Cheng, Wenge Liu, Jian Wang, Chak Tou Leong, Yi Ouyang, Wenjie Li, Xian Wu, Yefeng Zheng 0001. AAAI 2024: 17853-17861 [doi]

Federated Modality-Specific Encoders and Multimodal Anchors for Personalized Brain Tumor SegmentationQian Dai, Dong Wei 0004, Hong Liu, Jinghan Sun, Liansheng Wang, Yefeng Zheng 0001. AAAI 2024: 1445-1453 [doi]

Federated Learning via Input-Output Collaborative DistillationXuan Gong, Shanglin Li, Yuxiang Bao, Barry Yao, Yawen Huang, Ziyan Wu, Baochang Zhang 0001, Yefeng Zheng 0001, David S. Doermann. AAAI 2024: 22058-22066 [doi]

Combinatorial CNN-Transformer Learning with Manifold Constraints for Semi-supervised Medical Image SegmentationHuimin Huang, Yawen Huang, Shiao Xie, Lanfen Lin, Ruofeng Tong 0001, Yen-Wei Chen 0001, Yuexiang Li, Yefeng Zheng 0001. AAAI 2024: 2330-2338 [doi]

Prototypical Graph Contrastive LearningShuai Lin, Chen Liu, Pan Zhou, Zi-Yuan Hu, Shuojia Wang, Ruihui Zhao, Yefeng Zheng 0001, Liang Lin, Eric P. Xing, Xiaodan Liang. tnn, 35(2):2747-2758, February 2024. [doi]

Simultaneous alignment and surface regression using hybrid 2D-3D networks for 3D coherent layer segmentation of retinal OCT images with full and sparse annotationsHong Liu, Dong Wei 0004, Donghuan Lu, Xiaoying Tang, Liansheng Wang, Yefeng Zheng 0001. mia, 91:103019, January 2024. [doi]

DS-Depth: Dynamic and Static Depth Estimation via a Fusion Cost VolumeXingyu Miao, Yang Bai, Haoran Duan, Yawen Huang, Fan Wan, Xinxing Xu, Yang Long 0001, Yefeng Zheng 0001. tcsv, 34(4):2564-2576, April 2024. [doi]

Cross-modality Neuroimage Synthesis: A SurveyGuoyang Xie, Yawen Huang, Jin-Bao Wang, Jiayi Lyu, Feng Zheng, Yefeng Zheng 0001, Yaochu Jin. ACM Comput. Surv., 56(3), March 2024. [doi]

Unsupervised Domain Adaptation for Medical Image Segmentation by Disentanglement Learning and Self-TrainingQingsong Xie, Yuexiang Li, Nanjun He, Munan Ning, Kai Ma 0002, Guoxing Wang, Yong Lian 0001, Yefeng Zheng 0001. tmi, 43(1):4-14, January 2024. [doi]

MRL-Seg: Overcoming Imbalance in Medical Image Segmentation With Multi-Step Reinforcement LearningFeiyang Yang, Xiongfei Li, Haoran Duan, Feilong Xu, Yawen Huang, Xiaoli Zhang, Yang Long 0001, Yefeng Zheng 0001. titb, 28(2):858-869, February 2024. [doi]

Adversarial Medical Image With Hierarchical Feature HidingQingsong Yao, Zecheng He, Yuexiang Li, Yi Lin, Kai Ma 0002, Yefeng Zheng 0001, S. Kevin Zhou. tmi, 43(4):1296-1307, April 2024. [doi]

Anomaly detection via gating highway connection for retinal fundus imagesWentian Zhang, Haozhe Liu, Jinheng Xie, Yawen Huang, Yu Zhang, Yuexiang Li, Raghavendra Ramachandra, Yefeng Zheng 0001. PR, 148:110167, April 2024. [doi]

Pre-trained Online Contrastive Learning for Insurance Fraud DetectionRui Zhang, Dawei Cheng, Jie Yang, Yi Ouyang, Xian Wu, Yefeng Zheng 0001, Changjun Jiang. AAAI 2024: 22511-22519 [doi]

2023

Childhood Leukemia Classification via Information Bottleneck Enhanced Hierarchical Multi-Instance LearningZeyu Gao 0001, Anyu Mao, Kefei Wu, Yang Li 0139, Liebin Zhao, Xianli Zhang, Jialun Wu, Lisha Yu, Chao Xing, Tieliang Gong, Yefeng Zheng 0001, Deyu Meng, Min Zhou, Chen Li 0011. tmi, 42(8):2348-2359, 2023. [doi]

Learning from multiple annotators for medical image segmentationLe Zhang 0005, Ryutaro Tanno, Moucheng Xu, Yawen Huang, Kevin Bronik, Chen Jin, Joseph Jacob, Yefeng Zheng 0001, Ling Shao 0001, Olga Ciccarelli, Frederik Barkhof, Daniel C. Alexander. PR, 138:109400, June 2023. [doi]

MEPNet: A Model-Driven Equivariant Proximal Network for Joint Sparse-View Reconstruction and Metal Artifact Reduction in CT ImagesHong Wang 0021, MingHao Zhou, Dong Wei 0004, Yuexiang Li, Yefeng Zheng 0001. miccai 2023: 109-120 [doi]

MIL-ViT: A multiple instance vision transformer for fundus image classificationQi Bi, Xu Sun 0006, Shuang Yu, Kai Ma 0002, Cheng Bian, Munan Ning, Nanjun He, Yawen Huang, Yuexiang Li, Hanruo Liu, Yefeng Zheng 0001. jvcir, 97:103956, December 2023. [doi]

Editorial for the MEDIA MICCAI special issue 2021Marleen de Bruijne, Philippe C. Cattin, Stéphane Cotin, Nicolas Padoy, Stefanie Speidel, Yefeng Zheng 0001, Caroline Essert. mia, 83:102695, 2023. [doi]

Dialogue Medical Information Extraction with Medical-Item Graph and Dialogue-Status Enriched RepresentationLei Gao, Xinnan Zhang, Xian Wu, Shen Ge, Yefeng Zheng 0001. emnlp 2023: 13311-13321 [doi]

A semi-supervised multi-task learning framework for cancer classification with weak annotation in whole-slide imagesZeyu Gao, Bangyang Hong, Yang Li, Xianli Zhang, Jialun Wu, Chunbao Wang, Xiangrong Zhang, Tieliang Gong, Yefeng Zheng 0001, Deyu Meng, Chen Li 0032. mia, 83:102652, 2023. [doi]

Semi-Supervised Convolutional Vision Transformer with Bi-Level Uncertainty Estimation for Medical Image SegmentationHuimin Huang, Yawen Huang, Shiao Xie, Lanfen Lin, Ruofeng Tong, Yen-Wei Chen, Yuexiang Li, Yefeng Zheng 0001. mm 2023: 5214-5222 [doi]

ClassFormer: Exploring Class-Aware Dependency with Transformer for Medical Image SegmentationHuimin Huang, Shiao Xie, Lanfen Lin, Ruofeng Tong 0001, Yen-Wei Chen 0001, Hong Wang, Yuexiang Li, Yawen Huang, Yefeng Zheng 0001. AAAI 2023: 917-925 [doi]

SemiCVT: Semi-Supervised Convolutional Vision Transformer for Semantic SegmentationHuimin Huang, Shiao Xie, Lanfen Lin, Ruofeng Tong 0001, Yen-Wei Chen 0001, Yuexiang Li, Hong Wang, Yawen Huang, Yefeng Zheng 0001. cvpr 2023: 11340-11349 [doi]

ICA-Proto: Iterative Cross Alignment Prototypical Network for Incremental Few-Shot Relation ClassificationWangjie Jiang, Zhihao Ye, Bang Liu, Ruihui Zhao, Jianguang Zheng, Mengyao Li, Zhiyong Li, Yujiu Yang, Yefeng Zheng 0001. eacl 2023: 2230-2239 [doi]

Nuclei segmentation with point annotations from pathology images via self-supervised learning and co-trainingYi Lin, Zhiyong Qu, Hao Chen 0011, Zhongke Gao, Yuexiang Li, Lili Xia, Kai Ma 0002, Yefeng Zheng 0001, Kwang-Ting Cheng. mia, 89:102933, October 2023. [doi]

AdaptiveMix: Improving GAN Training via Feature Space ShrinkageHaozhe Liu, Wentian Zhang, Bing Li 0024, Haoqian Wu, Nanjun He, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng 0001. cvpr 2023: 16219-16229 [doi]

A medical multimodal large language model for future pandemicsFenglin Liu, Tingting Zhu 0001, Xian Wu, Bang Yang, Chenyu You, Chenyang Wang, Lei Lu, Zhangdaihong Liu, Yefeng Zheng 0001, Xu Sun 0001, Yang Yang, Lei A. Clifton, David A. Clifton. npjdm, 6, 2023. [doi]

M3AE: Multimodal Representation Learning for Brain Tumor Segmentation with Missing ModalitiesHong Liu, Dong Wei 0004, Donghuan Lu, Jinghan Sun, Liansheng Wang, Yefeng Zheng 0001. AAAI 2023: 1657-1665 [doi]

Combating Mode Collapse via Offline Manifold Entropy EstimationHaozhe Liu, Bing Li, Haoqian Wu, Hanbang Liang, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng 0001. AAAI 2023: 8834-8842 [doi]

Improving Medical Vision-Language Contrastive Pretraining With Semantics-Aware TriageBo Liu, Donghuan Lu, Dong Wei 0004, Xian Wu, Yan Wang, Yu Zhang, Yefeng Zheng 0001. tmi, 42(12):3579-3589, December 2023. [doi]

Fighting against Organized Fraudsters Using Risk Diffusion-based Parallel Graph Neural NetworkJiacheng Ma, Fan Li, Rui Zhang, Zhikang Xu, Dawei Cheng, Yi Ouyang, Ruihui Zhao, Jianguang Zheng, Yefeng Zheng 0001, Changjun Jiang. IJCAI 2023: 6138-6146 [doi]

MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation SegmentationMunan Ning, Donghuan Lu, Yujia Xie, Dongdong Chen 0001, Dong Wei 0004, Yefeng Zheng 0001, Yonghong Tian 0001, Shuicheng Yan, Li Yuan 0007. pami, 45(11):13553-13566, November 2023. [doi]

A deep weakly semi-supervised framework for endoscopic lesion segmentationYuxuan Shi, Hong Wang 0021, Haoqin Ji, Haozhe Liu, Yuexiang Li, Nanjun He, Dong Wei 0004, Yawen Huang, Qi Dai, Jianrong Wu, Xinrong Chen, Yefeng Zheng 0001, Hongmeng Yu. mia, 90:102973, December 2023. [doi]

A Structure-Aware Hierarchical Graph-Based Multiple Instance Learning Framework for pT Staging in Histopathological ImageJiangbo Shi, Lufei Tang, Yang Li, Xianli Zhang, Zeyu Gao, Yefeng Zheng 0001, Chunbao Wang 0002, Tieliang Gong, Chen Li 0011. tmi, 42(10):3000-3011, October 2023. [doi]

You've Got Two Teachers: Co-evolutionary Image and Report Distillation for Semi-supervised Anatomical Abnormality Detection in Chest X-RayJinghan Sun, Dong Wei 0004, Zhe Xu, Donghuan Lu, Hong Liu, Liansheng Wang, Yefeng Zheng 0001. miccai 2023: 363-373 [doi]

FemtoDet: An Object Detection Baseline for Energy Versus Performance TradeoffsPeng Tu, Xu Xie, Guo Ai, Yuexiang Li, Yawen Huang, Yefeng Zheng 0001. iccv 2023: 13272-13281 [doi]

FedMed-GAN: Federated domain translation on unsupervised cross-modality brain image synthesisJinbao Wang, Guoyang Xie, Yawen Huang, Jiayi Lyu, Feng Zheng, Yefeng Zheng 0001, Yaochu Jin. ijon, 546:126282, 2023. [doi]

CoAD: Automatic Diagnosis through Symptom and Disease Collaborative GenerationHuimin Wang, Wai-Chung Kwan, Kam-Fai Wong, Yefeng Zheng 0001. acl 2023: 6348-6361 [doi]

InDuDoNet+: A deep unfolding dual domain network for metal artifact reduction in CT imagesHong Wang, Yuexiang Li, Haimiao Zhang, Deyu Meng, Yefeng Zheng 0001. mia, 85:102729, April 2023. [doi]

Probing the Impacts of Visual Context in Multimodal Entity AlignmentMeng Wang, Yinghui Shi, Han Yang, Ziheng Zhang, Zhenxi Lin, Yefeng Zheng 0001. dase, 8(2):124-134, June 2023. [doi]

Cross-Modal Contrastive Learning for Event ExtractionShuo Wang, Meizhi Ju, Yunyan Zhang, Yefeng Zheng 0001, Meng Wang 0001, Guilin Qi. dasfaa 2023: 699-715 [doi]

Identify Event Causality with Knowledge and AnalogySifan Wu, Ruihui Zhao, Yefeng Zheng 0001, Jian Pei, Bang Liu. AAAI 2023: 13745-13753 [doi]

Exploring Social Media for Early Detection of Depression in COVID-19 PatientsJiageng Wu, Xian Wu, Yining Hua, Shixu Lin, Yefeng Zheng 0001, Jie Yang. WWW 2023: 3968-3977 [doi]

Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph RepresentationSheng Xiang, Mingzhi Zhu, Dawei Cheng, Enxia Li, Ruihui Zhao, Yi Ouyang, Ling Chen, Yefeng Zheng 0001. AAAI 2023: 14557-14565 [doi]

Learning Visual Prior via Generative Pre-TrainingJinheng Xie, Kai Ye 0004, Yudong Li, Yuexiang Li, Kevin Qinghong Lin, Yefeng Zheng 0001, LinLin Shen, Mike Zheng Shou. nips 2023: [doi]

BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained DiffusionJinheng Xie, Yuexiang Li, Yawen Huang, Haozhe Liu, Wentian Zhang, Yefeng Zheng 0001, Mike Zheng Shou. iccv 2023: 7418-7427 [doi]

Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentationZhe Xu, Yixin Wang, Donghuan Lu, Xiangde Luo, Jiangpeng Yan, Yefeng Zheng 0001, Raymond Kai-Yu Tong. mia, 88:102880, August 2023. [doi]

Category-Level Regularized Unlabeled-to-Labeled Learning for Semi-supervised Prostate Segmentation with Multi-site Unlabeled DataZhe Xu, Donghuan Lu, Jiangpeng Yan, Jinghan Sun, Jie Luo 0003, Dong Wei 0004, Sarah F. Frisken, Quanzheng Li, Yefeng Zheng 0001, Raymond Kai-Yu Tong. miccai 2023: 3-13 [doi]

Towards Expert-Amateur Collaboration: Prototypical Label Isolation Learning for Left Atrium Segmentation with Mixed-Quality LabelsZhe Xu, Jiangpeng Yan, Donghuan Lu, Yixin Wang, Jie Luo 0003, Yefeng Zheng 0001, Raymond Kai-Yu Tong. miccai 2023: 99-109 [doi]

Relation-aware Ensemble Learning for Knowledge Graph EmbeddingLing Yue, Yongqi Zhang, Quanming Yao, Yong Li, Xian Wu, Ziheng Zhang, Zhenxi Lin, Yefeng Zheng 0001. emnlp 2023: 16620-16631 [doi]

A Model-Agnostic Framework for Universal Anomaly Detection of Multi-organ and Multi-modal ImagesYinghao Zhang, Donghuan Lu, Munan Ning, Liansheng Wang, Dong Wei 0004, Yefeng Zheng 0001. miccai 2023: 232-241 [doi]

Emerging drug interaction prediction enabled by a flow-based graph neural network with biomedical networkYongqi Zhang, Quanming Yao, Ling Yue, Xian Wu, Ziheng Zhang, Zhenxi Lin, Yefeng Zheng 0001. ncs, 3(12):1023-1033, 2023. [doi]

3R: Shape and Semantics-Based Selective Regularization for Explainable Continual Segmentation Across Multiple SitesJingyang Zhang, Ran Gu, Peng Xue, Mianxin Liu, Hao Zheng, Yefeng Zheng 0001, Lei Ma 0006, Guotai Wang, Lixu Gu. tmi, 42(9):2539-2551, September 2023. [doi]

CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical DatasetHanchong Zhang, Jieyu Li, Lu Chen, Ruisheng Cao, Yunyan Zhang, Yu Huang, Yefeng Zheng 0001, Kai Yu 0004. acl 2023: 6970-6983 [doi]

Dynamically Masked Discriminator for GANsWentian Zhang, Haozhe Liu, Bing Li, Jinheng Xie, Yawen Huang, Yuexiang Li, Yefeng Zheng 0001, Bernard Ghanem. nips 2023: [doi]

Blind Super-Resolution of 3D MRI via Unsupervised Domain TransformationHexiang Zhou, Yawen Huang, Yuexiang Li, Yi Zhou 0007, Yefeng Zheng 0001. titb, 27(3):1409-1418, March 2023. [doi]

RECIST Weakly Supervised Lesion Segmentation via Label-Space Co-TrainingLianyu Zhou, Dong Wei 0004, Donghuan Lu, Wei Xue, Liansheng Wang, Yefeng Zheng 0001. isbi 2023: 1-4 [doi]

Interactive Segmentation as Gaussian Process ClassificationMingHao Zhou, Hong Wang, Qian Zhao 0002, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng 0001. cvpr 2023: 19488-19497 [doi]

Distributionally Robust Sequential RecommnedationRui Zhou, Xian Wu, Zhaopeng Qiu, Yefeng Zheng 0001, Xu Chen. sigir 2023: 279-288 [doi]

2022

Finding Influential Instances for Distantly Supervised Relation ExtractionZifeng Wang 0008, Rui Wen, Xi Chen 0003, Shao-Lun Huang, Ningyu Zhang, Yefeng Zheng 0001. COLING 2022: 2639-2650 [doi]

PAC-Bayes Information BottleneckZifeng Wang 0008, Shao-Lun Huang, Ercan Engin Kuruoglu, Jimeng Sun, Xi Chen, Yefeng Zheng 0001. iclr 2022: [doi]

Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image SegmentationCheng Bian, Chenglang Yuan, Kai Ma 0002, Shuang Yu, Dong Wei 0004, Yefeng Zheng 0001. tmi, 41(5):1043-1056, 2022. [doi]

TW-GAN: Topology and width aware GAN for retinal artery/vein classificationWenting Chen, Shuang Yu, Kai Ma 0002, Wei Ji, Cheng Bian, Chunyan Chu, LinLin Shen, Yefeng Zheng 0001. mia, 77:102340, 2022. [doi]

Contractible Regularization for Federated Learning on Non-IID DataZifan Chen, Zhe Wu, Xian Wu, Li Zhang, Jie Zhao, Yangtian Yan, Yefeng Zheng 0001. icdm 2022: 61-70 [doi]

Deformer: Towards Displacement Field Learning for Unsupervised Medical Image RegistrationJiashun Chen, Donghuan Lu, Yu Zhang, Dong Wei 0004, Munan Ning, Xinyu Shi, Zhe Xu, Yefeng Zheng 0001. miccai 2022: 141-151 [doi]

Tell Me How to Survey: Literature Review Made Simple with Automatic Reading Path GenerationJiayuan Ding, Tong Xiang, Zijing Ou, Wangyang Zuo, Ruihui Zhao, Chenhua Lin, Yefeng Zheng 0001, Bang Liu. icde 2022: 3426-3438 [doi]

Cross-Domain Gated Learning for Domain GeneralizationDapeng Du, Jiawei Chen 0009, Yuexiang Li, Kai Ma 0002, Gangshan Wu, Yefeng Zheng 0001, Limin Wang 0002. ijcv, 130(11):2842-2857, 2022. [doi]

Deep Symmetric Adaptation Network for Cross-Modality Medical Image SegmentationXiaoting Han, Lei Qi 0001, Qian Yu, Ziqi Zhou, Yefeng Zheng 0001, Yinghuan Shi, Yang Gao 0001. tmi, 41(1):121-132, 2022. [doi]

Generalized Brain Image Synthesis with Transferable Convolutional Sparse Coding NetworksYawen Huang, Feng Zheng, Xu Sun 0006, Yuexiang Li, Ling Shao 0001, Yefeng Zheng 0001. eccv 2022: 183-199 [doi]

Point Beyond Class: A Benchmark for Weakly Semi-supervised Abnormality Localization in Chest X-RaysHaoqin Ji, Haozhe Liu, Yuexiang Li, Jinheng Xie, Nanjun He, Yawen Huang, Dong Wei 0004, Xinrong Chen, LinLin Shen, Yefeng Zheng 0001. miccai 2022: 249-260 [doi]

BNU: A Balance-Normalization-Uncertainty Model for Incremental Event DetectionJia Li, Yunyan Zhang, Yifan Yang, Zhicheng An, Yefeng Zheng 0001. icassp 2022: 6352-6356 [doi]

mBrainAligner-Web: a web server for cross-modal coherent registration of whole mouse brainsYuanyuan Li, Jun Wu, Donghuan Lu, Chao Xu, Yefeng Zheng 0001, Hanchuan Peng, Lei Qu. bioinformatics, 38(19):4654-4655, 2022. [doi]

Mix-and-Interpolate: A Training Strategy to Deal With Source-Biased Medical DataYuexiang Li, Jiawei Chen, Dong Wei 0004, Yanchun Zhu, Jianrong Wu, Junfeng Xiong, Yadong Gang, Wenbo Sun, Haibo Xu, Tianyi Qian, Kai Ma 0002, Yefeng Zheng 0001. titb, 26(1):172-182, 2022. [doi]

Multi-modal Contrastive Representation Learning for Entity AlignmentZhenxi Lin, Ziheng Zhang, Meng Wang, Yinghui Shi, Xian Wu, Yefeng Zheng 0001. COLING 2022: 2572-2584 [doi]

Decoupled Mixup for Out-of-Distribution Visual RecognitionHaozhe Liu, Wentian Zhang, Jinheng Xie, Haoqian Wu, Bing Li 0024, Ziqi Zhang, Yuexiang Li, Yawen Huang, Bernard Ghanem, Yefeng Zheng 0001. eccv 2023: 451-464 [doi]

CLINER: Clinical Interrogation Named Entity RecognitionJing Ren, Tianyang Cao, Yifan Yang, Yunyan Zhang, Xi Chen, Tian Feng, Baobao Chang, Zhifang Sui, Ruihui Zhao, Yefeng Zheng 0001, Bang Liu. ksem 2022: 212-224 [doi]

Understanding Patient Query With Weak Supervision From Doctor ResponseXiaoming Shi, Sendong Zhao, Yuxuan Wang, Xi Chen, Ziheng Zhang, Yefeng Zheng 0001, Wanxiang Che. titb, 26(6):2770-2777, 2022. [doi]

Probing the Impacts of Visual Context in Multimodal Entity AlignmentYinghui Shi, Meng Wang, Ziheng Zhang, Zhenxi Lin, Yefeng Zheng 0001. apweb 2023: 255-270 [doi]

Inconsistency-Aware Uncertainty Estimation for Semi-Supervised Medical Image SegmentationYinghuan Shi, Jian Zhang 0002, Tong Ling, Jiwen Lu, Yefeng Zheng 0001, Qian Yu, Lei Qi 0001, Yang Gao 0001. tmi, 41(3):608-620, 2022. [doi]

Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot SegmentationXinyu Shi, Dong Wei 0004, Yu Zhang, Donghuan Lu, Munan Ning, Jiashun Chen, Kai Ma 0002, Yefeng Zheng 0001. eccv 2022: 151-168 [doi]

Lesion Guided Explainable Few Weak-Shot Medical Report GenerationJinghan Sun, Dong Wei 0004, Liansheng Wang, Yefeng Zheng 0001. miccai 2022: 615-625 [doi]

Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation LearningJinghan Sun, Dong Wei 0004, Kai Ma 0002, Liansheng Wang, Yefeng Zheng 0001. AAAI 2022: 2307-2315 [doi]

QEN: Applicable Taxonomy Completion via Evaluating Full Taxonomic RelationsSuyuchen Wang, Ruihui Zhao, Yefeng Zheng 0001, Bang Liu. WWW 2022: 1008-1017 [doi]

FedMed-ATL: Misaligned Unpaired Cross-Modality Neuroimage Synthesis via Affine Transform LossJinbao Wang, Guoyang Xie, Yawen Huang, Yefeng Zheng 0001, Yaochu Jin, Feng Zheng. mm 2022: 1522-1531 [doi]

Orientation-Shared Convolution Representation for CT Metal Artifact LearningHong Wang, Qi Xie, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng 0001. miccai 2022: 665-675 [doi]

Adaptive Convolutional Dictionary Network for CT Metal Artifact ReductionHong Wang, Yuexiang Li, Deyu Meng, Yefeng Zheng 0001. IJCAI 2022: 1401-1407 [doi]

DICDNet: Deep Interpretable Convolutional Dictionary Network for Metal Artifact Reduction in CT ImagesHong Wang, Yuexiang Li, Nanjun He, Kai Ma 0002, Deyu Meng, Yefeng Zheng 0001. tmi, 41(4):869-880, 2022. [doi]

Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical WordsHaochun Wang, Chi Liu, Nuwa Xi, Sendong Zhao, Meizhi Ju, Shiwei Zhang, Ziheng Zhang, Yefeng Zheng 0001, Bing Qin 0001, Ting Liu 0001. COLING 2022: 1422-1431 [doi]

DeltaNet: Conditional Medical Report Generation for COVID-19 DiagnosisXian Wu, Shuxin Yang, Zhaopeng Qiu, Shen Ge, Yangtian Yan, Xingwang Wu, Yefeng Zheng 0001, S. Kevin Zhou, Li Xiao. COLING 2022: 2952-2961 [doi]

Anti-Interference From Noisy Labels: Mean-Teacher-Assisted Confident Learning for Medical Image SegmentationZhe Xu, Donghuan Lu, Jie Luo 0003, Yixin Wang, Jiangpeng Yan, Kai Ma 0002, Yefeng Zheng 0001, Raymond Kai-Yu Tong. tmi, 41(11):3062-3073, 2022. [doi]

Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-Based Abdominal RegistrationZhe Xu, Jie Luo 0003, Donghuan Lu, Jiangpeng Yan, Sarah F. Frisken, Jayender Jagadeesan, William M. Wells III, Xiu Li, Yefeng Zheng 0001, Raymond Kai-Yu Tong. miccai 2022: 14-24 [doi]

Denoising for Relaxing: Unsupervised Domain Adaptive Fundus Image Segmentation Without Source DataZhe Xu, Donghuan Lu, Yixin Wang, Jie Luo 0003, Dong Wei 0004, Yefeng Zheng 0001, Raymond Kai-Yu Tong. miccai 2022: 214-224 [doi]

All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image SegmentationZhe Xu, Yixin Wang, Donghuan Lu, Lequan Yu, Jiangpeng Yan, Jie Luo 0003, Kai Ma 0002, Yefeng Zheng 0001, Raymond Kai-Yu Tong. titb, 26(7):3174-3184, 2022. [doi]

Multiscale Unsupervised Retinal Edema Area Segmentation in OCT ImagesWenguang Yuan, Donghuan Lu, Dong Wei 0004, Munan Ning, Yefeng Zheng 0001. miccai 2022: 667-676 [doi]

Medical Symptom Detection in Intelligent Pre-Consultation Using Bi-directional Hard-Negative Noise Contrastive EstimationShiwei Zhang, Jichao Sun, Yu Huang, Xueqi Ding, Yefeng Zheng 0001. kdd 2022: 4551-4559 [doi]

mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor SegmentationYao Zhang, Nanjun He, Jiawei Yang, Yuexiang Li, Dong Wei 0004, Yawen Huang, Yang Zhang 0002, Zhiqiang He, Yefeng Zheng 0001. miccai 2022: 107-117 [doi]

A Multi-task Network with Weight Decay Skip Connection Training for Anomaly Detection in Retinal Fundus ImagesWentian Zhang, Xu Sun, Yuexiang Li, Haozhe Liu, Nanjun He, Feng Liu, Yefeng Zheng 0001. miccai 2022: 656-666 [doi]

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