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ORCIDShaohua Kevin Zhou
S. Kevin Zhou
Person information
- affiliation: Chinese Academy of Sciences (CAS), Institute of Computing Technology, Beijing, China
- affiliation: Siemens Corporate Technology, Imaging and Computer Vision
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2020 – today
- 2023
[j42]Jun Li
, Junyu Chen, Yucheng Tang, Ce Wang, Bennett A. Landman, S. Kevin Zhou:
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives. Medical Image Anal. 85: 102762 (2023)- [j41]Shuxin Yang, Xian Wu, Shen Ge, Zhuozhao Zheng, S. Kevin Zhou, Li Xiao:
Radiology report generation with a learned knowledge base and multi-modal alignment. Medical Image Anal. 86: 102798 (2023) - [j40]Rui Yan, Yijun Shen, Xueyuan Zhang, Peihang Xu, Jun Wang, Jintao Li, Fei Ren, Dingwei Ye, S. Kevin Zhou:
Histopathological bladder cancer gene mutation prediction with hierarchical deep multiple-instance learning. Medical Image Anal. 87: 102824 (2023) - [j39]Bo Zhou, Huidong Xie, Qiong Liu, Xiongchao Chen, Xueqi Guo, Zhicheng Feng, Jun Hou, S. Kevin Zhou, Biao Li, Axel Rominger, Kuangyu Shi, James S. Duncan, Chi Liu:
FedFTN: Personalized federated learning with deep feature transformation network for multi-institutional low-count PET denoising. Medical Image Anal. 90: 102993 (2023) - [j38]Ziyuan Zhao, Fangcheng Zhou, Kaixin Xu, Zeng Zeng, Cuntai Guan, S. Kevin Zhou:
LE-UDA: Label-Efficient Unsupervised Domain Adaptation for Medical Image Segmentation. IEEE Trans. Medical Imaging 42(3): 633-646 (2023) - [j37]Pengchong Qiao, Han Li, Guoli Song, Hu Han, Zhiqiang Gao, Yonghong Tian, Yongsheng Liang, Xi Li, S. Kevin Zhou, Jie Chen:
Semi-Supervised CT Lesion Segmentation Using Uncertainty-Based Data Pairing and SwapMix. IEEE Trans. Medical Imaging 42(5): 1546-1562 (2023) - [j36]Yue Zhang, Chengtao Peng, Ruofeng Tong, Lanfen Lin, Yen-Wei Chen, Qingqing Chen, Hongjie Hu, S. Kevin Zhou:
Multi-Modal Tumor Segmentation With Deformable Aggregation and Uncertain Region Inpainting. IEEE Trans. Medical Imaging 42(10): 3091-3103 (2023) - [c182]Heqin Zhu, Quan Quan, Qingsong Yao, Zaiyi Liu, S. Kevin Zhou:
UOD: Universal One-Shot Detection of Anatomical Landmarks. MICCAI (1) 2023: 24-34 - [c181]Peiang Zhao, Han Li, Ruiyang Jin, S. Kevin Zhou:
DiffULD: Diffusive Universal Lesion Detection. MICCAI (5) 2023: 94-105 - [c180]Zikang Xu, Shang Zhao, Quan Quan, Qingsong Yao, S. Kevin Zhou:
FairAdaBN: Mitigating Unfairness with Adaptive Batch Normalization and Its Application to Dermatological Disease Classification. MICCAI (2) 2023: 307-317 - [c179]Long Chen, Han Li, S. Kevin Zhou:
Label-Free Nuclei Segmentation Using Intra-Image Self Similarity. MICCAI (6) 2023: 673-682 - [c178]Jun Wei, Yiwen Hu, Shuguang Cui, S. Kevin Zhou, Zhen Li:
WeakPolyp: You only Look Bounding Box for Polyp Segmentation. MICCAI (3) 2023: 757-766 - [c177]Ce Wang, Kun Shang, Haimiao Zhang, Shang Zhao, Dong Liang, S. Kevin Zhou:
Active CT Reconstruction with a Learned Sampling Policy. ACM Multimedia 2023: 7226-7235 - [i109]Chenyu You, Weicheng Dai, Yifei Min, Fenglin Liu, Xiaoran Zhang, Chen Feng, David A. Clifton, S. Kevin Zhou, Lawrence Hamilton Staib, James S. Duncan:
Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective. CoRR abs/2302.01735 (2023) - [i108]Pengbo Liu, Mengke Sun, S. Kevin Zhou:
Multi-site Organ Segmentation with Federated Partial Supervision and Site Adaptation. CoRR abs/2302.03911 (2023) - [i107]Han Li, Hu Han, S. Kevin Zhou:
Mixed-order self-paced curriculum learning for universal lesion detection. CoRR abs/2302.04677 (2023) - [i106]Jinfeng Wang, Sifan Song, Jionglong Su, S. Kevin Zhou:
Distortion-Disentangled Contrastive Learning. CoRR abs/2303.05066 (2023) - [i105]Jun Li, Kexin Li, Yafeng Zhou, S. Kevin Zhou:
O2CTA: Introducing Annotations from OCT to CCTA in Coronary Plaque Analysis. CoRR abs/2303.06358 (2023) - [i104]Zikang Xu, Shang Zhao, Quan Quan, Qingsong Yao, S. Kevin Zhou:
FairAdaBN: Mitigating unfairness with adaptive batch normalization and its application to dermatological disease classification. CoRR abs/2303.08325 (2023) - [i103]Han Yang, Qiuli Wang, Yue Zhang, Zhulin An, Chen Liu, Xiaohong Zhang, S. Kevin Zhou:
Lung Nodule Segmentation and Low-Confidence Region Prediction with Uncertainty-Aware Attention Mechanism. CoRR abs/2303.08416 (2023) - [i102]Mingyue Zhao, Shang Zhao, Quan Quan, Li Fan, Xiaolan Qiu, Shiyuan Liu, S. Kevin Zhou:
GDDS: Pulmonary Bronchioles Segmentation with Group Deep Dense Supervision. CoRR abs/2303.09212 (2023) - [i101]Ziqi Gao, S. Kevin Zhou:
DuDoRNeXt: A hybrid model for dual-domain undersampled MRI reconstruction. CoRR abs/2303.10611 (2023) - [i100]Xinwen Liu, Jing Wang, S. Kevin Zhou, Craig Engstrom, Shekhar S. Chandra:
Evidence-aware multi-modal data fusion and its application to total knee replacement prediction. CoRR abs/2303.13810 (2023) - [i99]Yujia Li, Jiong Shi, S. Kevin Zhou:
Causal Image Synthesis of Brain MR in 3D. CoRR abs/2303.14349 (2023) - [i98]Bo Zhou, Huidong Xie, Qiong Liu, Xiongchao Chen, Xueqi Guo, Zhicheng Feng, S. Kevin Zhou, Biao Li, Axel Rominger, Kuangyu Shi, James S. Duncan, Chi Liu:
FedFTN: Personalized Federated Learning with Deep Feature Transformation Network for Multi-institutional Low-count PET Denoising. CoRR abs/2304.00570 (2023) - [i97]Yue Zhang, Chengtao Peng, Qiuli Wang, Dan Song, Kaiyan Li, S. Kevin Zhou:
Unified Multi-Modal Image Synthesis for Missing Modality Imputation. CoRR abs/2304.05340 (2023) - [i96]Ziyuan Zhao, Fangcheng Zhou, Zeng Zeng, Cuntai Guan, S. Kevin Zhou:
Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation. CoRR abs/2305.06978 (2023) - [i95]Quan Quan, Shang Zhao, Qingsong Yao, Heqin Zhu, S. Kevin Zhou:
Unsupervised augmentation optimization for few-shot medical image segmentation. CoRR abs/2306.05107 (2023) - [i94]Heqin Zhu, Quan Quan, Qingsong Yao, Zaiyi Liu, Shaohua Kevin Zhou:
UOD: Universal One-shot Detection of Anatomical Landmarks. CoRR abs/2306.07615 (2023) - [i93]Qing Wu, Lixuan Chen, Ce Wang, Hongjiang Wei, S. Kevin Zhou, Jingyi Yu, Yuyao Zhang:
Unsupervised Polychromatic Neural Representation for CT Metal Artifact Reduction. CoRR abs/2306.15203 (2023) - [i92]Jun Wei, Yiwen Hu, Shuguang Cui, S. Kevin Zhou, Zhen Li:
WeakPolyp: You Only Look Bounding Box for Polyp Segmentation. CoRR abs/2307.10912 (2023) - [i91]Fenghe Tang, Jianrui Ding, Lingtao Wang, Chunping Ning, S. Kevin Zhou:
CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip Fusion. CoRR abs/2308.01239 (2023) - [i90]Yang Deng, Zhiwei Ji, Yijun Wang, S. Kevin Zhou:
Cross-subject dual-domain fusion network with task-related and task-discriminant component analysis enhancing one-shot SSVEP classification. CoRR abs/2311.07932 (2023) - [i89]Quan Quan, Fenghe Tang, Zikang Xu, Heqin Zhu, S. Kevin Zhou:
Slide-SAM: Medical SAM Meets Sliding Window. CoRR abs/2311.10121 (2023) - [i88]Peiang Zhao, Han Li, Ruiyang Jin, S. Kevin Zhou:
LoCo: Locally Constrained Training-Free Layout-to-Image Synthesis. CoRR abs/2311.12342 (2023) - 2022
- [j35]Bo Zhou, Xiongchao Chen, S. Kevin Zhou, James S. Duncan, Chi Liu:
DuDoDR-Net: Dual-domain data consistent recurrent network for simultaneous sparse view and metal artifact reduction in computed tomography. Medical Image Anal. 75: 102289 (2022) - [j34]Luyi Han, Yuanyuan Lyu, Cheng Peng, S. Kevin Zhou:
GAN-based disentanglement learning for chest X-ray rib suppression. Medical Image Anal. 77: 102369 (2022) - [j33]Shuxin Yang, Xian Wu, Shen Ge, S. Kevin Zhou, Li Xiao:
Knowledge matters: Chest radiology report generation with general and specific knowledge. Medical Image Anal. 80: 102510 (2022) - [j32]Bo Zhou, Xiongchao Chen, Huidong Xie, S. Kevin Zhou, James S. Duncan, Chi Liu:
DuDoUFNet: Dual-Domain Under-to-Fully-Complete Progressive Restoration Network for Simultaneous Metal Artifact Reduction and Low-Dose CT Reconstruction. IEEE Trans. Medical Imaging 41(12): 3587-3599 (2022) - [c176]Xian Wu, Shuxin Yang, Zhaopeng Qiu, Shen Ge, Yangtian Yan, Xingwang Wu, Yefeng Zheng, S. Kevin Zhou, Li Xiao:
DeltaNet: Conditional Medical Report Generation for COVID-19 Diagnosis. COLING 2022: 2952-2961 - [c175]Quan Quan, Qingsong Yao, Jun Li, S. Kevin Zhou:
Which images to label for few-shot medical landmark detection? CVPR 2022: 20574-20584 - [c174]Jun Wei, Sheng Wang, S. Kevin Zhou, Shuguang Cui, Zhen Li:
Weakly Supervised Object Localization Through Inter-class Feature Similarity and Intra-class Appearance Consistency. ECCV (30) 2022: 195-210 - [c173]Yuanqi Du, Quan Quan, Hu Han, S. Kevin Zhou:
Semi-Supervised Pseudo-Healthy Image Synthesis via Confidence Augmentation. ISBI 2022: 1-4 - [c172]Yang Lin, Hu Han, S. Kevin Zhou:
Deep Non-Linear Embedding Deformation Network for Cross-Modal Brain MRI Synthesis. ISBI 2022: 1-5 - [c171]Ruizhou Liu, Qiang Ma, Zhiwei Cheng, Yuanyuan Lyu, Jianji Wang, S. Kevin Zhou:
Stabilize, Decompose, and Denoise: Self-supervised Fluoroscopy Denoising. MICCAI (8) 2022: 13-23 - [c170]Jiuwen Zhu, Yuexiang Li, Lian Ding, S. Kevin Zhou:
Aggregative Self-supervised Feature Learning from Limited Medical Images. MICCAI (8) 2022: 57-66 - [c169]Jun Wei, Yiwen Hu, Guanbin Li, Shuguang Cui, S. Kevin Zhou, Zhen Li:
BoxPolyp: Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box Annotations. MICCAI (3) 2022: 67-77 - [c168]Ce Wang, Kun Shang, Haimiao Zhang, Qian Li, S. Kevin Zhou:
DuDoTrans: Dual-Domain Transformer for Sparse-View CT Reconstruction. MLMIR@MICCAI 2022: 84-94 - [c167]Ziyuan Zhao, Fangcheng Zhou, Zeng Zeng, Cuntai Guan, S. Kevin Zhou:
Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation. MICCAI (5) 2022: 128-139 - [c166]Han Li, Long Chen, Hu Han, S. Kevin Zhou:
SATr: Slice Attention with Transformer for Universal Lesion Detection. MICCAI (3) 2022: 163-174 - [c165]Xinwen Liu, Jing Wang, Cheng Peng, Shekhar S. Chandra, Feng Liu, S. Kevin Zhou:
Undersampled MRI Reconstruction with Side Information-Guided Normalisation. MICCAI (6) 2022: 323-333 - [c164]Cheng Peng, Pengfei Guo, S. Kevin Zhou, Vishal M. Patel, Rama Chellappa:
Towards Performant and Reliable Undersampled MR Reconstruction via Diffusion Model Sampling. MICCAI (6) 2022: 623-633 - [c163]Yihua Sun, Qingsong Yao, Yuanyuan Lyu, Jianji Wang, Yi Xiao, Hongen Liao, S. Kevin Zhou:
Rib Suppression in Digital Chest Tomosynthesis. MICCAI (1) 2022: 696-706 - [c162]Pengbo Liu, Xia Wang, Mengsi Fan, Hongli Pan, Minmin Yin, Xiaohong Zhu, Dandan Du, Xiaoying Zhao, Li Xiao, Lian Ding, Xingwang Wu, S. Kevin Zhou:
Learning Incrementally to Segment Multiple Organs in a CT Image. MICCAI (4) 2022: 714-724 - [i87]Qingsong Yao, Jianji Wang, Yihua Sun, Quan Quan, Heqin Zhu, S. Kevin Zhou:
Relative distance matters for one-shot landmark detection. CoRR abs/2203.01687 (2022) - [i86]Pengbo Liu, Yang Deng, Ce Wang, Yuan Hui, Qian Li, Jun Li, Shiwei Luo, Mengke Sun, Quan Quan, Shuxin Yang, You Hao, Honghu Xiao, Chunpeng Zhao, Xinbao Wu, S. Kevin Zhou:
Universal Segmentation of 33 Anatomies. CoRR abs/2203.02098 (2022) - [i85]Pengbo Liu, Xia Wang, Mengsi Fan, Hongli Pan, Minmin Yin, Xiaohong Zhu, Dandan Du, Xiaoying Zhao, Li Xiao, Lian Ding, Xingwang Wu, S. Kevin Zhou:
Learning Incrementally to Segment Multiple Organs in a CT Image. CoRR abs/2203.02100 (2022) - [i84]Jun Li, Quan Quan, S. Kevin Zhou:
MixCL: Pixel label matters to contrastive learning. CoRR abs/2203.02114 (2022) - [i83]Shang Zhao, Ce Wang, Qiyuan Wang, Yanzhe Liu, S. Kevin Zhou:
3D endoscopic depth estimation using 3D surface-aware constraints. CoRR abs/2203.02131 (2022) - [i82]Yihua Sun, Qingsong Yao, Yuanyuan Lyu, Jianji Wang, Yi Xiao, Hongen Liao, S. Kevin Zhou:
Rib Suppression in Digital Chest Tomosynthesis. CoRR abs/2203.02772 (2022) - [i81]Xinwen Liu, Jing Wang, Cheng Peng, Shekhar S. Chandra, Feng Liu, S. Kevin Zhou:
Undersampled MRI Reconstruction with Side Information-Guided Normalisation. CoRR abs/2203.03196 (2022) - [i80]Cheng Peng, Pengfei Guo, S. Kevin Zhou, Vishal Patel, Rama Chellappa:
Towards performant and reliable undersampled MR reconstruction via diffusion model sampling. CoRR abs/2203.04292 (2022) - [i79]Quan Quan, Qiyuan Wang, Yuanqi Du, Liu Li, S. Kevin Zhou:
Recovering medical images from CT film photos. CoRR abs/2203.05567 (2022) - [i78]Heqin Zhu, Xu Sun, Yuexiang Li, Kai Ma, S. Kevin Zhou, Yefeng Zheng:
DFTR: Depth-supervised Hierarchical Feature Fusion Transformer for Salient Object Detection. CoRR abs/2203.06429 (2022) - [i77]Heqin Zhu, Qingsong Yao, S. Kevin Zhou:
DATR: Domain-adaptive transformer for multi-domain landmark detection. CoRR abs/2203.06433 (2022) - [i76]Han Li, Long Chen, Hu Han, S. Kevin Zhou:
SATr: Slice Attention with Transformer for Universal Lesion Detection. CoRR abs/2203.07373 (2022) - [i75]Jun Li, Junyu Chen, Yucheng Tang, Ce Wang, Bennett A. Landman, S. Kevin Zhou:
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives. CoRR abs/2206.01136 (2022) - [i74]Cheng Peng, Haofu Liao, S. Kevin Zhou, Rama Chellappa:
REGAS: REspiratory-GAted Synthesis of Views for Multi-Phase CBCT Reconstruction from a single 3D CBCT Acquisition. CoRR abs/2208.08048 (2022) - [i73]Ruizhou Liu, Qiang Ma, Zhiwei Cheng, Yuanyuan Lyu, Jianji Wang, S. Kevin Zhou:
Stabilize, Decompose, and Denoise: Self-Supervised Fluoroscopy Denoising. CoRR abs/2208.14022 (2022) - [i72]Zikang Xu, Jun Li, Qingsong Yao, Han Li, Xin Shi, S. Kevin Zhou:
A Survey of Fairness in Medical Image Analysis: Concepts, Algorithms, Evaluations, and Challenges. CoRR abs/2209.13177 (2022) - [i71]Cheng Peng, S. Kevin Zhou, Rama Chellappa:
DA-VSR: Domain Adaptable Volumetric Super-Resolution For Medical Images. CoRR abs/2210.05117 (2022) - [i70]Ce Wang, Kun Shang, Haimiao Zhang, Shang Zhao, Dong Liang, S. Kevin Zhou:
Active CT Reconstruction with a Learned Sampling Policy. CoRR abs/2211.01670 (2022) - [i69]M. Jorge Cardoso, Wenqi Li, Richard Brown, Nic Ma, Eric Kerfoot, Yiheng Wang, Benjamin Murray, Andriy Myronenko, Can Zhao, Dong Yang, Vishwesh Nath, Yufan He, Ziyue Xu, Ali Hatamizadeh, Wentao Zhu, Yun Liu, Mingxin Zheng, Yucheng Tang, Isaac Yang, Michael Zephyr, Behrooz Hashemian, Sachidanand Alle, Mohammad Zalbagi Darestani, Charlie Budd, Marc Modat, Tom Vercauteren, Guotai Wang, Yiwen Li, Yipeng Hu, Yunguan Fu, Benjamin Gorman, Hans J. Johnson, Brad W. Genereaux, Barbaros S. Erdal, Vikash Gupta, Andres Diaz-Pinto, Andre Dourson, Lena Maier-Hein, Paul F. Jaeger, Michael Baumgartner, Jayashree Kalpathy-Cramer, Mona Flores, Justin S. Kirby, Lee A. D. Cooper, Holger R. Roth, Daguang Xu, David Bericat, Ralf Floca, S. Kevin Zhou, Haris Shuaib, Keyvan Farahani, Klaus H. Maier-Hein, Stephen R. Aylward, Prerna Dogra, Sébastien Ourselin, Andrew Feng:
MONAI: An open-source framework for deep learning in healthcare. CoRR abs/2211.02701 (2022) - [i68]Quan Quan, Qingsong Yao, Jun Li, S. Kevin Zhou:
Information-guided pixel augmentation for pixel-wise contrastive learning. CoRR abs/2211.07118 (2022) - [i67]Xian Wu, Shuxin Yang, Zhaopeng Qiu, Shen Ge, Yangtian Yan, Xingwang Wu, Yefeng Zheng, S. Kevin Zhou, Li Xiao:
DeltaNet: Conditional Medical Report Generation for COVID-19 Diagnosis. CoRR abs/2211.13229 (2022) - [i66]Ziyuan Zhao, Fangcheng Zhou, Kaixin Xu, Zeng Zeng, Cuntai Guan, S. Kevin Zhou:
LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation. CoRR abs/2212.02078 (2022) - [i65]Jun Wei, Yiwen Hu, Guanbin Li, Shuguang Cui, S. Kevin Zhou, Zhen Li:
BoxPolyp: Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box Annotations. CoRR abs/2212.03498 (2022) - [i64]Shang Zhao, Yanzhe Liu, Qiyuan Wang, Dai Sun, Rong Liu, S. Kevin Zhou:
MURPHY: Relations Matter in Surgical Workflow Analysis. CoRR abs/2212.12719 (2022) - 2021
- [j31]Pengbo Liu, Hu Han, Yuanqi Du, Heqin Zhu, Yinhao Li, Feng Gu, Honghu Xiao, Jun Li, Chunpeng Zhao, Li Xiao, Xinbao Wu, S. Kevin Zhou:
Deep learning to segment pelvic bones: large-scale CT datasets and baseline models. Int. J. Comput. Assist. Radiol. Surg. 16(5): 749-756 (2021) - [j30]Gonglei Shi, Li Xiao, Yang Chen, S. Kevin Zhou:
Marginal loss and exclusion loss for partially supervised multi-organ segmentation. Medical Image Anal. 70: 101979 (2021) - [j29]Bo Zhou, Zachary Augenfeld, Julius Chapiro, S. Kevin Zhou, Chi Liu, James S. Duncan:
Anatomy-guided multimodal registration by learning segmentation without ground truth: Application to intraprocedural CBCT/MR liver segmentation and registration. Medical Image Anal. 71: 102041 (2021) - [j28]S. Kevin Zhou, T. Hoang Ngan Le, Khoa Luu, Hien Van Nguyen, Nicholas Ayache:
Deep reinforcement learning in medical imaging: A literature review. Medical Image Anal. 73: 102193 (2021) - [j27]S. Kevin Zhou, Hayit Greenspan, Christos Davatzikos, James S. Duncan, Bram van Ginneken, Anant Madabhushi, Jerry L. Prince, Daniel Rueckert, Ronald M. Summers:
A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises. Proc. IEEE 109(5): 820-838 (2021) - [j26]Jiancheng Cai, Hu Han, Jiyun Cui, Jie Chen, Li Liu, S. Kevin Zhou:
Semi-Supervised Natural Face De-Occlusion. IEEE Trans. Inf. Forensics Secur. 16: 1044-1057 (2021) - [j25]Bo Zhou, S. Kevin Zhou, James S. Duncan, Chi Liu:
Limited View Tomographic Reconstruction Using a Cascaded Residual Dense Spatial-Channel Attention Network With Projection Data Fidelity Layer. IEEE Trans. Medical Imaging 40(7): 1792-1804 (2021) - [j24]Xiao-Yong Wei, Zhen-Qun Yang, Xu-Lu Zhang, Ga Liao, Ailin Sheng, S. Kevin Zhou, Yongkang Wu, Liang Du:
Deep Collocative Learning for Immunofixation Electrophoresis Image Analysis. IEEE Trans. Medical Imaging 40(7): 1898-1910 (2021) - [j23]Qingsong Yao, Li Xiao, Peihang Liu, S. Kevin Zhou:
Label-Free Segmentation of COVID-19 Lesions in Lung CT. IEEE Trans. Medical Imaging 40(10): 2808-2819 (2021) - [c161]Cheng Peng, Haofu Liao, Gina Wong, Jiebo Luo, S. Kevin Zhou, Rama Chellappa:
XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors. AAAI 2021: 436-444 - [c160]Jun Wei, Qin Wang, Zhen Li, Sheng Wang, S. Kevin Zhou, Shuguang Cui:
Shallow Feature Matters for Weakly Supervised Object Localization. CVPR 2021: 5993-6001 - [c159]Hao Lu, Hu Han, S. Kevin Zhou:
Dual-GAN: Joint BVP and Noise Modeling for Remote Physiological Measurement. CVPR 2021: 12404-12413 - [c158]Rui Yan, Jintao Li, S. Kevin Zhou, Zhilong Lv, Xueyuan Zhang, Xiaosong Rao, Chunhou Zheng, Fei Ren, Fa Zhang:
Decomposition-and-Fusion Network for HE-Stained Pathological Image Classification. ICIC (3) 2021: 198-207 - [c157]Yuanyuan Lyu, Haofu Liao, Heqin Zhu, S. Kevin Zhou:
A3DSegNet: Anatomy-Aware Artifact Disentanglement and Segmentation Network for Unpaired Segmentation, Artifact Reduction, and Modality Translation. IPMI 2021: 360-372 - [c156]Ruochen Gao, Zhihui Hou, Jun Li, Hu Han, Bin Lu, S. Kevin Zhou:
Joint Coronary Centerline Extraction And Lumen Segmentation From Ccta Using Cnntracker And Vascular Graph Convolutional Network. ISBI 2021: 1897-1901 - [c155]Qingsong Yao, Zecheng He, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou:
A Hierarchical Feature Constraint to Camouflage Medical Adversarial Attacks. MICCAI (3) 2021: 36-47 - [c154]Cheng Peng, S. Kevin Zhou, Rama Chellappa:
DA-VSR: Domain Adaptable Volumetric Super-Resolution for Medical Images. MICCAI (6) 2021: 75-85 - [c153]Heqin Zhu, Qingsong Yao, Li Xiao, S. Kevin Zhou:
You only Learn Once: Universal Anatomical Landmark Detection. MICCAI (5) 2021: 85-95 - [c152]Ce Wang, Haimiao Zhang, Qian Li, Kun Shang, Yuanyuan Lyu, Bin Dong, S. Kevin Zhou:
Improving Generalizability in Limited-Angle CT Reconstruction with Sinogram Extrapolation. MICCAI (6) 2021: 86-96 - [c151]Han Li, Long Chen, Hu Han, Ying Chi, S. Kevin Zhou:
Conditional Training with Bounding Map for Universal Lesion Detection. MICCAI (5) 2021: 141-152 - [c150]Qingsong Yao, Quan Quan, Li Xiao, S. Kevin Zhou:
One-Shot Medical Landmark Detection. MICCAI (2) 2021: 177-188 - [c149]Xinwen Liu, Jing Wang, Feng Liu, S. Kevin Zhou:
Universal Undersampled MRI Reconstruction. MICCAI (6) 2021: 211-221 - [c148]Yuanyuan Lyu, Jiajun Fu, Cheng Peng, S. Kevin Zhou:
U-DuDoNet: Unpaired Dual-Domain Network for CT Metal Artifact Reduction. MICCAI (6) 2021: 296-306 - [c147]Mengda Guan, Yuanyuan Lyu, Wanyue Cao, Xingwang Wu, Jingjing Lu, S. Kevin Zhou:
Perceptual Quality Assessment of Chest Radiograph. MICCAI (7) 2021: 315-324 - [c146]Jun Wei, Yiwen Hu, Ruimao Zhang, Zhen Li, S. Kevin Zhou, Shuguang Cui:
Shallow Attention Network for Polyp Segmentation. MICCAI (1) 2021: 699-708 - [c145]Jie Chen, Qixiang Ye, Xiaoshan Yang, S. Kevin Zhou, Xiaopeng Hong, Li Zhang:
Few-shot Learning for Multi-Modality Tasks. ACM Multimedia 2021: 5673-5674 - [i63]Pengbo Liu, Li Xiao, S. Kevin Zhou:
Incremental Learning for Multi-organ Segmentation with Partially Labeled Datasets. CoRR abs/2103.04526 (2021) - [i62]Qingsong Yao, Quan Quan, Li Xiao, S. Kevin Zhou:
One-Shot Medical Landmark Detection. CoRR abs/2103.04527 (2021) - [i61]Yuanyuan Lyu, Jiajun Fu, Cheng Peng, S. Kevin Zhou:
U-DuDoNet: Unpaired dual-domain network for CT metal artifact reduction. CoRR abs/2103.04552 (2021) - [i60]