S. Kevin Zhou

318 papers A* 26A 7B 2Misc 2Journal 205Unranked 66
YearRankTypeTitle / Venue / Authors
2026 J jnl
CausalSpatial: A Benchmark for Object-Centric Causal Spatial Reasoning.
CoRR
Wenxin Ma, Chenlong Wang, Ruisheng Yuan, Hao Chen, Nanru Dai, S. Kevin Zhou, Yijun Yang, Alan L. Yuille, Jieneng Chen
2026 — ed.
Emerging LLM/LMM Applications in Medical Imaging - First International Workshop, ELAMI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 27, 2025, Proceedings
ELAMI@MICCAI
Hien Van Nguyen, Akash Awasthi, Vishal M. Patel, T. Hoang Ngan Le, Yuyin Zhou, Sheng Liu, S. Kevin Zhou
2026 J jnl
From Documents to Spans: Code-Centric Learning for LLM-based ICD Coding.
CoRR
Xu Zhang, Wenxin Ma, Chenxu Wu, Rongsheng Wang, Kun Zhang, S. Kevin Zhou
2026 J jnl
Hi-End-MAE: Hierarchical encoder-driven masked autoencoders are stronger vision learners for medical image segmentation.
Medical Image Anal.
Fenghe Tang, Qingsong Yao, Wenxin Ma, Chenxu Wu, Zihang Jiang, S. Kevin Zhou
2026 A* conf
MedAtlas: Evaluating LLMs for Multi-Round, Multi-Task Medical Reasoning Across Diverse Imaging Modalities and Clinical Text.
AAAI
Ronghao Xu, Zhen Huang, Yangbo Wei, Xiaoqian Zhou, Zikang Xu, Ting Liu, Zihang Jiang, S. Kevin Zhou
2026 J jnl
PASS-Tr: PAtch-wise swin slice attention to leverage generalization of 2D large vision model to universal lesion detection.
Medical Image Anal.
Han Li, Jingsong Liu, Zhen Huang, Zhicheng Li, Xun Ma, Peter Schüffler, Nassir Navab, S. Kevin Zhou
2026 J jnl
Pathway-Aware Multimodal Transformer (PAMT): Integrating Pathological Image and Gene Expression for Interpretable Cancer Survival Analysis.
IEEE Trans. Pattern Anal. Mach. Intell.
Rui Yan, Xueyuan Zhang, Zihang Jiang, Baizhi Wang, Xiuwu Bian, Fei Ren, S. Kevin Zhou
2026 J jnl
QCAgent: An agentic framework for quality-controllable pathology report generation from whole slide image.
CoRR
Rundong Wang, Wei Ba, Ying Zhou, Yingtai Li, Bowen Liu, Baizhi Wang, Yuhao Wang, Zhidong Yang, Kun Zhang, Rui Yan, S. Kevin Zhou
2026 — conf
SIGHP: Scalable Information-Guided Hypergraph Partitioner.
KDD (1)
Huhao Guan, Zezhong Ding, Ao Ke, Xike Xie, S. Kevin Zhou
2026 J jnl
Stem: Rethinking Causal Information Flow in Sparse Attention.
CoRR
Lin Niu, Xin Luo, Linchuan Xie, Yifu Sun, Guanghua Yu, Jianchen Zhu, S. Kevin Zhou
2026 J jnl
Towards Personalized Multi-Modal MRI Synthesis across Heterogeneous Datasets.
CoRR
Yue Zhang, Zhizheng Zhuo, Siyao Xu, Shan Lv, Zhaoxi Liu, Jun Qiu, Qiuli Wang, Yaou Liu, S. Kevin Zhou
2026 J jnl
Unsupervised stain-aware pixel-adversarial transfer learning for virtual immunohistochemical staining.
Knowl. Based Syst.
Qiuli Wang, Yongxu Liu, Li Ma, Yue Zhang, Kaiyan Li, Xianqi Wang, Yong Lin, S. Kevin Zhou, Wei Chen, Xiaohong Yao
2026 J jnl
WSISum: WSI summarization via dual-level semantic reconstruction.
Medical Image Anal.
Baizhi Wang, Kun Zhang, Yuhao Wang, Yunjie Gu, Haijing Luan, Ying Zhou, Taiyuan Hu, Rundong Wang, Zhidong Yang, Zihang Jiang, Rui Yan, S. Kevin Zhou
2025 J jnl
3DGR-CT: Sparse-view CT reconstruction with a 3D Gaussian representation.
Medical Image Anal.
Yingtai Li, Xueming Fu, Han Li, Shang Zhao, Ruiyang Jin, S. Kevin Zhou
2025 — conf
A General Knowledge Injection Framework for ICD Coding.
ACL (Findings)
Xu Zhang, Kun Zhang, Wenxin Ma, Rongsheng Wang, Chenxu Wu, Yingtai Li, S. Kevin Zhou
2025 J jnl
A General Knowledge Injection Framework for ICD Coding.
CoRR
Xu Zhang, Kun Zhang, Wenxin Ma, Rongsheng Wang, Chenxu Wu, Yingtai Li, S. Kevin Zhou
2025 — conf
A Unified Framework for Few-Shot Medical Image Classification via Multi-agent Description Generation and Refined Contrastive Learning.
ICIC (28)
Shenghao Chen, Zhen Huang, Xiaoqian Zhou, S. Kevin Zhou
2025 A* conf
AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP.
CVPR
Wenxin Ma, Xu Zhang, Qingsong Yao, Fenghe Tang, Chenxu Wu, Yingtai Li, Rui Yan, Zihang Jiang, S. Kevin Zhou
2025 J jnl
AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP.
CoRR
Wenxin Ma, Xu Zhang, Qingsong Yao, Fenghe Tang, Chenxu Wu, Yingtai Li, Rui Yan, Zihang Jiang, S. Kevin Zhou
2025 J jnl
Benchmark of Segmentation Techniques for Pelvic Fracture in CT and X-ray: Summary of the PENGWIN 2024 Challenge.
CoRR
Yudi Sang, Yanzhen Liu, Sutuke Yibulayimu, Yunning Wang, Benjamin D. Killeen, Mingxu Liu, Ping-Cheng Ku, Ole Johannsen, Karol Gotkowski, Maximilian Zenk, Klaus H. Maier-Hein, Fabian Isensee, Peiyan Yue, Yi Wang, Haidong Yu, Zhaohong Pan, Yutong He, XiaoKun Liang, Daiqi Liu, Fuxin Fan, Artur Jurgas, Andrzej Skalski, Yuxi Ma, Jing Yang, Szymon Plotka, Rafal Litka, Gang Zhu, Yingchun Song, Mathias Unberath, Mehran Armand, Dan Ruan, S. Kevin Zhou, Qiyong Cao, Chunpeng Zhao, Xinbao Wu, Yu Wang
2025 J jnl
Bridged Semantic Alignment for Zero-shot 3D Medical Image Diagnosis.
CoRR
Haoran Lai, Zihang Jiang, Qingsong Yao, Rongsheng Wang, Zhiyang He, Xiaodong Tao, Wei Wei, Weifu Lv, S. Kevin Zhou
2025 J jnl
CCA-Net: Zero-Shot SSVEP Classification via an Integration of Canonical Correlation Analysis and Deep Neural Network.
IEEE Trans. Instrum. Meas.
Yang Deng, Zhiwei Ji, Yijun Wang, S. Kevin Zhou
2025 J jnl
Capsule: An Out-of-Core Training Mechanism for Colossal GNNs.
Proc. ACM Manag. Data
Yongan Xiang, Zezhong Ding, Rui Guo, Shangyou Wang, Xike Xie, S. Kevin Zhou
2025 A* conf
DH-Set: Improving Vision-Language Alignment with Diverse and Hybrid Set-Embeddings Learning.
CVPR
Kun Zhang, Jingyu Li, Zhe Li, S. Kevin Zhou
2025 J jnl
Disentangled Human Body Representation Based on Unsupervised Semantic-Aware Learning.
CoRR
Lu Wang, Xishuai Peng, S. Kevin Zhou
2025 — conf
Distilling Dataset Summarization via Constrained Diffusion Model for Shareable Synthetic Histopathology Images.
BIBM
Xiaolong Li, Wenqing Ye, S. Kevin Zhou
2025 J jnl
Dyna3DGR: 4D Cardiac Motion Tracking with Dynamic 3D Gaussian Representation.
CoRR
Xueming Fu, Pei Wu, Yingtai Li, Xin Luo, Zihang Jiang, Junhao Mei, Jian Lu, Gao-Jun Teng, S. Kevin Zhou
2025 J jnl
ECAMP: Entity-centered Context-aware Medical Vision Language Pre-training.
Medical Image Anal.
Rongsheng Wang, Qingsong Yao, Zihang Jiang, Haoran Lai, Zhiyang He, Xiaodong Tao, S. Kevin Zhou
2025 — conf
EDA: Enhanced Domain-Adversarial Training for Anatomical Landmark Detection.
ISBI
Fan Yang, S. Kevin Zhou
2025 — conf
Eliminating Ambiguities in One-Shot Medical Landmark Detection via Mask Drawing.
ICIC (5)
Xu He, Zhen Huang, Xiaoqian Zhou, S. Kevin Zhou
2025 J jnl
Equivariant Sampling for Improving Diffusion Model-based Image Restoration.
CoRR
Chenxu Wu, Qingpeng Kong, Peiang Zhao, Wendi Yang, Wenxin Ma, Fenghe Tang, Zihang Jiang, S. Kevin Zhou
2025 — conf
ExpTopo: Explicit Topological Modeling for Bronchus Segmentation.
ISBI
Mingyue Zhao, Xiaolan Qiu, S. Kevin Zhou
2025 — conf
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs.
ACL (Findings)
Zengyi Gao, Yukun Cao, Hairu Wang, Ao Ke, Yuan Feng, S. Kevin Zhou, Xike Xie
2025 J jnl
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs.
CoRR
Zengyi Gao, Yukun Cao, Hairu Wang, Ao Ke, Yuan Feng, Xike Xie, S. Kevin Zhou
2025 J jnl
Fair ultrasound diagnosis via adversarial protected attribute aware perturbations on latent embeddings.
npj Digit. Medicine
Zikang Xu, Fenghe Tang, Quan Quan, Qingsong Yao, Qingpeng Kong, Jianrui Ding, Chunping Ning, S. Kevin Zhou
2025 — conf
GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding.
ACL (1)
Yukun Cao, Shuo Han, Zengyi Gao, Zezhong Ding, Xike Xie, S. Kevin Zhou
2025 J jnl
Hi-End-MAE: Hierarchical encoder-driven masked autoencoders are stronger vision learners for medical image segmentation.
CoRR
Fenghe Tang, Qingsong Yao, Wenxin Ma, Chenxu Wu, Zihang Jiang, S. Kevin Zhou
2025 J jnl
Histomorphology-driven multi-instance learning for breast cancer WSI classification.
CoRR
Baizhi Wang, Rui Yan, Wenxin Ma, Xu Zhang, Yuhao Wang, Xiaolong Li, Yunjie Gu, Zihang Jiang, S. Kevin Zhou
2025 A* conf
ICP: Immediate Compensation Pruning for Mid-to-high Sparsity.
CVPR
Xin Luo, Xueming Fu, Zihang Jiang, S. Kevin Zhou
2025 J jnl
IGU-Aug: Information-Guided Unsupervised Augmentation and Pixel-Wise Contrastive Learning for Medical Image Analysis.
IEEE Trans. Medical Imaging
Quan Quan, Qingsong Yao, Heqin Zhu, S. Kevin Zhou
2025 J jnl
Identify Critical KV Cache in LLM Inference from an Output Perturbation Perspective.
CoRR
Yuan Feng, Junlin Lv, Yukun Cao, Xike Xie, S. Kevin Zhou
2025 — conf
Improving Swimming Performance in Soft Robotic Fish with Distributed Muscles and Embedded Kinematic Sensing.
RoboSoft
S. Kevin Zhou, Isabel Hess, Brandon Schrader, Shan He, Patrick Musgrave
2025 J jnl
Improving Swimming Performance in Soft Robotic Fish with Distributed Muscles and Embedded Kinematic Sensing.
CoRR
S. Kevin Zhou, Isabel Hess, Brandon Schrader, Shan He, Patrick Musgrave
2025 J jnl
JSover: Joint Spectrum Estimation and Multi-Material Decomposition from Single-Energy CT Projections.
CoRR
Qing Wu, Hongjiang Wei, Jingyi Yu, S. Kevin Zhou, Yuyao Zhang
2025 — conf
KANTrust: A Multi-Omics Framework for Uncertainty-Aware Disease Subtyping.
BIBM
Chunjiang Wang, Rui Yan, Kun Zhang, Zihang Jiang, Zhiyang He, Xiaodong Tao, S. Kevin Zhou
2025 J jnl
LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation.
Medical Image Anal.
Qiyuan Wang, Shang Zhao, Zikang Xu, S. Kevin Zhou
2025 J jnl
LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration.
Proc. VLDB Endow.
Yukun Cao, Zengyi Gao, Zhiyang Li, Xike Xie, S. Kevin Zhou, Jianliang Xu
2025 J jnl
LGMSNet: Thinning a medical image segmentation model via dual-level multiscale fusion.
CoRR
Chengqi Dong, Fenghe Tang, Rongge Mao, Xinpei Gao, S. Kevin Zhou
2025 A conf
Label-supervised surgical instrument segmentation using temporal equivariance and semantic continuity.
IROS
Qiyuan Wang, Yanzhe Liu, Shang Zhao, Rong Liu, S. Kevin Zhou
2025 J jnl
Landmarks Are Alike Yet Distinct: Harnessing Similarity and Individuality for One-Shot Medical Landmark Detection.
CoRR
Xu He, Zhen Huang, Qingsong Yao, Xiaoqian Zhou, S. Kevin Zhou
2025 A* conf
Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams.
ICML
Yuan Feng, Yukun Cao, Hairu Wang, Xike Xie, S. Kevin Zhou
2025 J jnl
Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams.
CoRR
Yuan Feng, Yukun Cao, Hairu Wang, Xike Xie, S. Kevin Zhou
2025 J jnl
Leveraging MIMIC Datasets for Better Digital Health: A Review on Open Problems, Progress Highlights, and Future Promises.
CoRR
Afifa Khaled, Mohammed Sabir, Rizwan Qureshi, Camillo Maria Caruso, Valerio Guarrasi, Suncheng Xiang, S. Kevin Zhou
2025 A* conf
LoCo: Training-Free Layout-to-Image Synthesis with Localized Constraints.
ACM Multimedia
Peiang Zhao, Han Li, Ruiyang Jin, S. Kevin Zhou
2025 A conf
MS-Glance: Bio-Inspired Non-Semantic Context Vectors and Their Applications in Supervising Image Reconstruction.
WACV
Ziqi Gao, Wendi Yang, Yujia Li, Lei Xing, S. Kevin Zhou
2025 A* conf
MVP-CBM: Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification.
IJCAI
Chunjiang Wang, Kun Zhang, Yandong Liu, Zhiyang He, Xiaodong Tao, S. Kevin Zhou
2025 J jnl
MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification.
CoRR
Chunjiang Wang, Kun Zhang, Yandong Liu, Zhiyang He, Xiaodong Tao, S. Kevin Zhou
2025 J jnl
MambaMIM: Pre-training Mamba with state space token interpolation and its application to medical image segmentation.
Medical Image Anal.
Fenghe Tang, Bingkun Nian, Yingtai Li, Zihang Jiang, Jie Yang, Wei Liu, S. Kevin Zhou
2025 J jnl
MedAtlas: Evaluating LLMs for Multi-Round, Multi-Task Medical Reasoning Across Diverse Imaging Modalities and Clinical Text.
CoRR
Ronghao Xu, Zhen Huang, Yangbo Wei, Xiaoqian Zhou, Zikang Xu, Ting Liu, Zihang Jiang, S. Kevin Zhou
2025 J jnl
MoMBS: Mixed-order minibatch sampling enhances model training from diverse-quality images.
CoRR
Han Li, Hu Han, S. Kevin Zhou
2025 A* conf
Mobile U-ViT: Revisiting large kernel and U-shaped ViT for efficient medical image segmentation.
ACM Multimedia
Fenghe Tang, Bingkun Nian, Jianrui Ding, Wenxin Ma, Quan Quan, Chengqi Dong, Jie Yang, Wei Liu, S. Kevin Zhou
2025 J jnl
NeRF-based CBCT Reconstruction needs Normalization and Initialization.
CoRR
Zhuowei Xu, Han Li, Dai Sun, Zhicheng Li, Yujia Li, Qingpeng Kong, Zhiwei Cheng, Nassir Navab, S. Kevin Zhou
2025 J jnl
O-PRESS: Boosting OCT axial resolution with Prior guidance, Recurrence, and Equivariant Self-Supervision.
Medical Image Anal.
Kaiyan Li, Jingyuan Yang, Wenxuan Liang, Xingde Li, Chenxi Zhang, Lulu Chen, Chan Wu, Xiao Zhang, Zhiyan Xu, Yueling Wang, Lihui Meng, Yue Zhang, Youxin Chen, S. Kevin Zhou
2025 J jnl
Path Pooling: Train-Free Structure Enhancement for Efficient Knowledge Graph Retrieval-Augmented Generation.
CoRR
Hairu Wang, Yuan Feng, Xike Xie, S. Kevin Zhou
2025 A conf
PostoMETRO: Pose Token Enhanced Mesh Transformer for Robust 3D Human Mesh Recovery.
WACV
Wendi Yang, Zihang Jiang, Shang Zhao, S. Kevin Zhou
2025 J jnl
Pre-Trained LLM is a Semantic-Aware and Generalizable Segmentation Booster.
CoRR
Fenghe Tang, Wenxin Ma, Zhiyang He, Xiaodong Tao, Zihang Jiang, S. Kevin Zhou
2025 J jnl
Probing the Critical Point (CritPt) of AI Reasoning: a Frontier Physics Research Benchmark.
CoRR
Minhui Zhu, Minyang Tian, Xiaocheng Yang, Tianci Zhou, Penghao Zhu, Eli Chertkov, Shengyan Liu, Yufeng Du, Lifan Yuan, Ziming Ji, Indranil Das, Junyi Cao, Jinchen He, Yifan Su, Jiabin Yu, Yikun Jiang, Yujie Zhang, Chang Liu, Ze-Min Huang, Weizhen Jia, Xinan Chen, Peixue Wu, Yunkai Wang, Juntai Zhou, Yong Zhao, Farshid Jafarpour, Jessie Shelton, Aaron Young, John Bartolotta, Wenchao Xu, Yue Sun, Anjun Chu, Victor Colussi, Chris Akers, Nathan Brooks, Wenbo Fu, Christopher Wilson, Jinchao Zhao, Marvin Qi, Anqi Mu, Yubo Yang, Allen Zang, Yang Lyu, Peizhi Mai, Xuefei Guo, Luyu Gao, Ze Yang, Chi Xue, Dmytro Bandak, Yaïr Hein, Yonatan Kahn, S. Kevin Zhou, John Drew Wilson, Jarrod T. Reilly, Di Luo, Daniel Inafuku, Hao Tong, Liang Yang, Ruixing Zhang, Xueying Wang, Ofir Press, Nicolas Chia, Eliu A. Huerta, Hao Peng
2025 A* conf
Prototype-based Optimal Transport for Out-of-Distribution Detection.
IJCAI
Ao Ke, Wenlong Chen, Chuanwen Feng, Yukun Cao, Xike Xie, S. Kevin Zhou, Lei Feng
2025 J jnl
RadGS-Reg: Registering Spine CT with Biplanar X-rays via Joint 3D Radiative Gaussians Reconstruction and 3D/3D Registration.
CoRR
Ao Shen, Xueming Fu, Junfeng Jiang, Qiang Zeng, Ye Tang, Zhengming Chen, Luming Nong, Feng Wang, S. Kevin Zhou
2025 J jnl
SDD-4DGS: Static-Dynamic Aware Decoupling in Gaussian Splatting for 4D Scene Reconstruction.
CoRR
Dai Sun, Huhao Guan, Kun Zhang, Xike Xie, S. Kevin Zhou
2025 J jnl
See or Say Graphs: Agent-Driven Scalable Graph Understanding with Vision-Language Models.
CoRR
Shuo Han, Yukun Cao, Zezhong Ding, Zengyi Gao, S. Kevin Zhou, Xike Xie
2025 A* conf
Self-Supervised Diffusion MRI Denoising via Iterative and Stable Refinement.
ICLR
Chenxu Wu, Qingpeng Kong, Zihang Jiang, S. Kevin Zhou
2025 J jnl
Self-Supervised Diffusion MRI Denoising via Iterative and Stable Refinement.
CoRR
Chenxu Wu, Qingpeng Kong, Zihang Jiang, S. Kevin Zhou
2025 — conf
SimCroP: Radiograph Representation Learning with Similarity-Driven Cross-Granularity Pre-training.
MICCAI (5)
Rongsheng Wang, Fenghe Tang, Qingsong Yao, Rui Yan, Xu Zhang, Zhen Huang, Haoran Lai, Zhiyang He, Xiaodong Tao, Zihang Jiang, S. Kevin Zhou
2025 J jnl
Skeleton2Mask: Skeleton-supervised airway segmentation.
Medical Image Anal.
Mingyue Zhao, Han Li, Di Zhang, Jin Zhang, Xiuxiu Zhou, Li Fan, Xiaolan Qiu, Shiyuan Liu, S. Kevin Zhou
2025 — conf
SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context.
EMNLP (Findings)
Hairu Wang, Yuan Feng, Yukun Cao, Xike Xie, S. Kevin Zhou
2025 J jnl
SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context.
CoRR
Hairu Wang, Yuan Feng, Yukun Cao, Xike Xie, S. Kevin Zhou
2025 B conf
Slide-CLIP: A Simple and Effective Pruning Method for CLIP.
IJCNN
Jiaxin Shi, Xin Luo, S. Kevin Zhou
2025 J jnl
SridBench: Benchmark of Scientific Research Illustration Drawing of Image Generation Model.
CoRR
Yifan Chang, Yukang Feng, Jianwen Sun, Jiaxin Ai, Chuanhao Li, S. Kevin Zhou, Kaipeng Zhang
2025 J jnl
Style-Aligned Image Composition for Robust Detection of Abnormal Cells in Cytopathology.
CoRR
Qiuyi Qi, Xin Li, Ming Kong, Zikang Xu, Bingdi Chen, Qiang Zhu, S. Kevin Zhou
2025 J jnl
Taming the Fragility of KV Cache Eviction in LLM Inference.
CoRR
Yuan Feng, Haoyu Guo, Junlin Lv, S. Kevin Zhou, Xike Xie
2025 A conf
Thinning a Medical Image Segmentation Model via Dual-Level Multiscale Fusion.
ECAI
Chengqi Dong, Fenghe Tang, Rongge Mao, Xinpei Gao, S. Kevin Zhou
2025 A conf
Towards Accurate Unified Anomaly Segmentation.
WACV
Wenxin Ma, Qingsong Yao, Xiang Zhang, Zhelong Huang, Zihang Jiang, S. Kevin Zhou
2025 J jnl
Towards Accurate Unified Anomaly Segmentation.
CoRR
Wenxin Ma, Qingsong Yao, Xiang Zhang, Zhelong Huang, Zihang Jiang, S. Kevin Zhou
2025 J jnl
Training Multi-Image Vision Agents via End2End Reinforcement Learning.
CoRR
Chengqi Dong, Chuhuai Yue, Hang He, Rongge Mao, Fenghe Tang, S. Kevin Zhou, Zekun Xu, Xiaohan Wang, Jiajun Chai, Wei Lin, Guojun Yin
2025 J jnl
U-RWKV: Lightweight medical image segmentation with direction-adaptive RWKV.
CoRR
Hongbo Ye, Fenghe Tang, Peiang Zhao, Zhen Huang, Dexin Zhao, Minghao Bian, S. Kevin Zhou
2025 J jnl
Unified Multi-Modal Image Synthesis for Missing Modality Imputation.
IEEE Trans. Medical Imaging
Yue Zhang, Chengtao Peng, Qiuli Wang, Dan Song, Kaiyan Li, S. Kevin Zhou
2025 — conf
Vision-Language Sliding Cross Attention for Text-Guided Pneumonia Segmentation.
AMAI@MICCAI
Fei Yao, Xiang Zhang, Xinang Jiang, Yi Xiao, Li Fan, S. Kevin Zhou, Shiyuan Liu
2024 — conf
3DGR-CAR: Coronary Artery Reconstruction from Ultra-sparse 2D X-Ray Views with a 3D Gaussians Representation.
MICCAI (7)
Xueming Fu, Yingtai Li, Fenghe Tang, Jun Li, Mingyue Zhao, Gao-Jun Teng, S. Kevin Zhou
2024 J jnl
3DGR-CAR: Coronary artery reconstruction from ultra-sparse 2D X-ray views with a 3D Gaussians representation.
CoRR
Xueming Fu, Yingtai Li, Fenghe Tang, Jun Li, Mingyue Zhao, Gao-Jun Teng, S. Kevin Zhou
2024 J jnl
APPLE: Adversarial Privacy-aware Perturbations on Latent Embedding for Unfairness Mitigation.
CoRR
Zikang Xu, Fenghe Tang, Quan Quan, Qingsong Yao, S. Kevin Zhou
2024 J jnl
Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference.
CoRR
Yuan Feng, Junlin Lv, Yukun Cao, Xike Xie, S. Kevin Zhou
2024 J jnl
Addressing fairness issues in deep learning-based medical image analysis: a systematic review.
npj Digit. Medicine
Zikang Xu, Jun Li, Qingsong Yao, Han Li, Mingyue Zhao, S. Kevin Zhou
2024 J jnl
Adversarial Medical Image With Hierarchical Feature Hiding.
IEEE Trans. Medical Imaging
Qingsong Yao, Zecheng He, Yuexiang Li, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou
2024 A* conf
CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification.
CVPR
Haoran Lai, Qingsong Yao, Zihang Jiang, Rongsheng Wang, Zhiyang He, Xiaodong Tao, S. Kevin Zhou
2024 J jnl
CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification.
CoRR
Haoran Lai, Qingsong Yao, Zihang Jiang, Rongsheng Wang, Zhiyang He, Xiaodong Tao, S. Kevin Zhou
2024 — conf
CMUNEXT: An Efficient Medical Image Segmentation Network Based on Large Kernel and Skip Fusion.
ISBI
Fenghe Tang, Jianrui Ding, Quan Quan, Lingtao Wang, Chunping Ning, S. Kevin Zhou
2024 J jnl
Cascaded Multi-path Shortcut Diffusion Model for Medical Image Translation.
CoRR
Yinchi Zhou, Tianqi Chen, Jun Hou, Huidong Xie, Nicha C. Dvornek, S. Kevin Zhou, David L. Wilson, James S. Duncan, Chi Liu, Bo Zhou
2024 J jnl
Cascaded Multi-path Shortcut Diffusion Model for Medical Image Translation.
Medical Image Anal.
Yinchi Zhou, Tianqi Chen, Jun Hou, Huidong Xie, Nicha C. Dvornek, S. Kevin Zhou, David L. Wilson, James S. Duncan, Chi Liu, Bo Zhou
2024 J jnl
Contrastive Learning Via Equivariant Representation.
CoRR
Sifan Song, Jinfeng Wang, Qiaochu Zhao, Xiang Li, Dufan Wu, Angelos Stefanidis, Jionglong Su, S. Kevin Zhou, Quanzheng Li
2024 J jnl
DFT: A Dual-branch Framework of Fluctuation and Trend for Stock Price Prediction.
CoRR
Chengqi Dong, Zhiyuan Cao, S. Kevin Zhou, Jia Liu
2024 — conf
DNA-DIR: 2D-3D Geometry Embedding for Intraoperative Partial-to-Full Registration.
ISBI
Dai Sun, Lan Li, Hongyu Qiu, Zhao Zhang, Shang Zhao, S. Kevin Zhou
2024 J jnl
DPER: Diffusion Prior Driven Neural Representation for Limited Angle and Sparse View CT Reconstruction.
CoRR
Chenhe Du, Xiyue Lin, Qing Wu, Xuanyu Tian, Ying Su, Zhe Luo, Hongjiang Wei, S. Kevin Zhou, Jingyi Yu, Yuyao Zhang
2024 J jnl
Deep Self-Cleansing for Medical Image Segmentation with Noisy Labels.
CoRR
Jiahua Dong, Yue Zhang, Qiuli Wang, Ruofeng Tong, Shihong Ying, Shaolin Gong, Xuanpu Zhang, Lanfen Lin, Yen-Wei Chen, S. Kevin Zhou
2024 J jnl
Detecting Out-of-Distribution Samples via Conditional Distribution Entropy with Optimal Transport.
CoRR
Chuanwen Feng, Wenlong Chen, Ao Ke, Yilong Ren, Xike Xie, S. Kevin Zhou
2024 A conf
Distortion-Disentangled Contrastive Learning.
WACV
Jinfeng Wang, Sifan Song, Jionglong Su, S. Kevin Zhou
2024 J jnl
DuDoUniNeXt: Dual-domain unified hybrid model for single and multi-contrast undersampled MRI reconstruction.
CoRR
Ziqi Gao, Yue Zhang, Xinwen Liu, Kaiyan Li, S. Kevin Zhou
2024 — conf
E-DM: Evaluating Diffusion Model by Conformal Prediction.
ISBI
Chunjiang Wang, Yunjie Gu, Pengbo Liu, Shang Zhao, S. Kevin Zhou
2024 J jnl
E3D-GPT: Enhanced 3D Visual Foundation for Medical Vision-Language Model.
CoRR
Haoran Lai, Zihang Jiang, Qingsong Yao, Rongsheng Wang, Zhiyang He, Xiaodong Tao, Wei Wei, Weifu Lv, S. Kevin Zhou
2024 Misc conf
Evidence-Aware Multi-Modal Data Fusion and its Application to Total Knee Replacement Prediction.
DICTA
Xinwen Liu, Jing Wang, S. Kevin Zhou, Craig Engstrom, Shekhar S. Chandra
2024 A* conf
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models.
NeurIPS
Ruinan Jin, Zikang Xu, Yuan Zhong, Qingsong Yao, Qi Dou, S. Kevin Zhou, Xiaoxiao Li
2024 J jnl
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models.
CoRR
Ruinan Jin, Zikang Xu, Yuan Zhong, Qiongsong Yao, Qi Dou, S. Kevin Zhou, Xiaoxiao Li
2024 J jnl
GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding.
CoRR
Yukun Cao, Shuo Han, Zengyi Gao, Zezhong Ding, Xike Xie, S. Kevin Zhou
2024 J jnl
HYATT-Net is Grand: A Hybrid Attention Network for Performant Anatomical Landmark Detection.
CoRR
Xiaoqian Zhou, Zhen Huang, Heqin Zhu, Qingsong Yao, S. Kevin Zhou
2024 — conf
Hierarchical Multiple Instance Learning for COPD Grading with Relatively Specific Similarity.
MICCAI (1)
Hao Zhang, Mingyue Zhao, Mingzhu Liu, Jiejun Luo, Yu Guan, Jin Zhang, Yi Xia, Di Zhang, Xiuxiu Zhou, Li Fan, Shiyuan Liu, S. Kevin Zhou
2024 J jnl
HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training.
CoRR
Fenghe Tang, Ronghao Xu, Qingsong Yao, Xueming Fu, Quan Quan, Heqin Zhu, Zaiyi Liu, S. Kevin Zhou
2024 — conf
HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-training.
MICCAI (11)
Fenghe Tang, Ronghao Xu, Qingsong Yao, Xueming Fu, Quan Quan, Heqin Zhu, Zaiyi Liu, S. Kevin Zhou
2024 J jnl
LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation.
CoRR
Qiyuan Wang, Shang Zhao, Zikang Xu, S. Kevin Zhou
2024 J jnl
LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration.
CoRR
Yukun Cao, Zengyi Gao, Zhiyang Li, Xike Xie, S. Kevin Zhou
2024 J jnl
Learning to Sketch: A Neural Approach to Item Frequency Estimation in Streaming Data.
IEEE Trans. Pattern Anal. Mach. Intell.
Yukun Cao, Yuan Feng, Hairu Wang, Xike Xie, S. Kevin Zhou
2024 — conf
Long-Tailed Multi-Label Classification with Noisy Label of Thoracic Diseases from Chest X-Ray.
ISBI
Haoran Lai, Qingsong Yao, Zhiyang He, Xiaodong Tao, S. Kevin Zhou
2024 J jnl
Longitudinal Causal Image Synthesis.
CoRR
Yujia Li, Han Li, S. Kevin Zhou
2024 J jnl
Lung Nodule Segmentation and Uncertain Region Prediction With an Uncertainty-Aware Attention Mechanism.
IEEE Trans. Medical Imaging
Han Yang, Qiuli Wang, Yue Zhang, Zhulin An, Chen Liu, Xiaohong Zhang, S. Kevin Zhou
2024 J jnl
MS-Glance: Non-semantic context vectors and the applications in supervising image reconstruction.
CoRR
Ziqi Gao, Wendi Yang, Yujia Li, Lei Xing, S. Kevin Zhou
2024 J jnl
MambaMIM: Pre-training Mamba with State Space Token-interpolation.
CoRR
Fenghe Tang, Bingkun Nian, Yingtai Li, Jie Yang, Liu Wei, S. Kevin Zhou
2024 A* conf
Mayfly: a Neural Data Structure for Graph Stream Summarization.
ICLR
Yuan Feng, Yukun Cao, Hairu Wang, Xike Xie, S. Kevin Zhou
2024 J jnl
Medical image reconstruction with multi-level deep learning denoiser and tight frame regularization.
Appl. Math. Comput.
Tingting Wu, Chaoyan Huang, Shilong Jia, Wei Li, Raymond Chan, Tieyong Zeng, S. Kevin Zhou
2024 — conf
Nowhere to Hide: Toward Robust Reactive Medical Adversarial Defense.
ISBI
Qingsong Yao, Zecheng He, Xiaodong Yu, S. Kevin Zhou
2024 — conf
OFELIA: Optical Flow-based Electrode LocalIzAtion.
MIDL
Xinyi Wang, Zikang Xu, Qingsong Yao, Yiyong Sun, S. Kevin Zhou
2024 J jnl
OS-SSVEP: One-shot SSVEP classification.
Neural Networks
Yang Deng, Zhiwei Ji, Yijun Wang, S. Kevin Zhou
2024 Misc conf
Out-of-Distribution Detection for Learning-Based Chest X-Ray Diagnosis.
ICASSP
Wenlong Chen, Chuanwen Feng, Ao Ke, Xike Xie, S. Kevin Zhou
2024 J jnl
PELE scores: pelvic X-ray landmark detection with pelvis extraction and enhancement.
Int. J. Comput. Assist. Radiol. Surg.
Zhen Huang, Han Li, Shitong Shao, Heqin Zhu, Huijie Hu, Zhiwei Cheng, Jianji Wang, S. Kevin Zhou
2024 A* conf
Partial Optimal Transport Based Out-of-Distribution Detection for Open-Set Semi-Supervised Learning.
IJCAI
Yilong Ren, Chuanwen Feng, Xike Xie, S. Kevin Zhou
2024 J jnl
Play like a Vertex: A Stackelberg Game Approach for Streaming Graph Partitioning.
CoRR
Zezhong Ding, Yongan Xiang, Shangyou Wang, Xike Xie, S. Kevin Zhou
2024 J jnl
Play like a Vertex: A Stackelberg Game Approach for Streaming Graph Partitioning.
Proc. ACM Manag. Data
Zezhong Ding, Yongan Xiang, Shangyou Wang, Xike Xie, S. Kevin Zhou
2024 J jnl
PostoMETRO: Pose Token Enhanced Mesh Transformer for Robust 3D Human Mesh Recovery.
CoRR
Wendi Yang, Zihang Jiang, Shang Zhao, S. Kevin Zhou
2024 J jnl
ProMISe: Promptable Medical Image Segmentation using SAM.
CoRR
Jinfeng Wang, Sifan Song, Xinkun Wang, Yiyi Wang, Yiyi Miao, Jionglong Su, S. Kevin Zhou
2024 A* conf
Prompt Learning with Extended Kalman Filter for Pre-trained Language Models.
IJCAI
Quan Li, Xike Xie, Chao Wang, S. Kevin Zhou
2024 J jnl
Prototype-based Optimal Transport for Out-of-Distribution Detection.
CoRR
Ao Ke, Wenlong Chen, Chuanwen Feng, Yukun Cao, Xike Xie, S. Kevin Zhou, Lei Feng
2024 — conf
Rethinking Dual-Domain Undersampled MRI Reconstruction: Domain-Specific Design from the Perspective of the Receptive Field.
ISBI
Ziqi Gao, S. Kevin Zhou
2024 — conf
SIX-Net: Spatial-Context Information miX-up for Electrode Landmark Detection.
MICCAI (1)
Xinyi Wang, Zikang Xu, Heqin Zhu, Qingsong Yao, Yiyong Sun, S. Kevin Zhou
2024 — conf
See, Predict, Plan: Diffusion for Procedure Planning in Robotic Surgical Videos.
MICCAI (6)
Ziyuan Zhao, Fen Fang, XuLei Yang, Qianli Xu, Cuntai Guan, S. Kevin Zhou
2024 J jnl
Skeleton Supervised Airway Segmentation.
CoRR
Mingyue Zhao, Han Li, Li Fan, Shiyuan Liu, Xiaolan Qiu, S. Kevin Zhou
2024 — conf
Slide-SAM: Medical SAM Meets Sliding Window.
MIDL
Quan Quan, Fenghe Tang, Zikang Xu, Heqin Zhu, S. Kevin Zhou
2024 — conf
Taming Stable Diffusion for MRI Cross-Modality Translation.
BIBM
Yingtai Li, Shuo Yang, Xiaoyan Wu, Shan He, S. Kevin Zhou
2024 J jnl
U
CoRR
Ziqi Gao, S. Kevin Zhou
2024 J jnl
Unsupervised Density Neural Representation for CT Metal Artifact Reduction.
CoRR
Qing Wu, Xu Guo, Lixuan Chen, Dongming He, Hongjiang Wei, Xudong Wang, S. Kevin Zhou, Yifeng Zhang, Jingyi Yu, Yuyao Zhang
2024 A* conf
WeakPCSOD: Overcoming the Bias of Box Annotations for Weakly Supervised Point Cloud Salient Object Detection.
AAAI
Jun Wei, S. Kevin Zhou, Shuguang Cui, Zhen Li
2024 J jnl
WeakSurg: Weakly supervised surgical instrument segmentation using temporal equivariance and semantic continuity.
CoRR
Qiyuan Wang, Yanzhe Liu, Shang Zhao, Rong Liu, S. Kevin Zhou
2024 J jnl
Which images to label for few-shot medical image analysis?
Medical Image Anal.
Quan Quan, Qingsong Yao, Heqin Zhu, Qiyuan Wang, S. Kevin Zhou
2023 A* conf
Active CT Reconstruction with a Learned Sampling Policy.
ACM Multimedia
Ce Wang, Kun Shang, Haimiao Zhang, Shang Zhao, Dong Liang, S. Kevin Zhou
2023 J jnl
Adversarial Medical Image with Hierarchical Feature Hiding.
CoRR
Qingsong Yao, Zecheng He, Yuexiang Li, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou
2023 J jnl
CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip Fusion.
CoRR
Fenghe Tang, Jianrui Ding, Lingtao Wang, Chunping Ning, S. Kevin Zhou
2023 J jnl
Causal Image Synthesis of Brain MR in 3D.
CoRR
Yujia Li, Jiong Shi, S. Kevin Zhou
2023 J jnl
Cross-subject dual-domain fusion network with task-related and task-discriminant component analysis enhancing one-shot SSVEP classification.
CoRR
Yang Deng, Zhiwei Ji, Yijun Wang, S. Kevin Zhou
2023 — conf
DiffULD: Diffusive Universal Lesion Detection.
MICCAI (5)
Peiang Zhao, Han Li, Ruiyang Jin, S. Kevin Zhou
2023 J jnl
DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models.
CoRR
Shitong Shao, Xiaohan Yuan, Zhen Huang, Ziming Qiu, Shuai Wang, S. Kevin Zhou
2023 J jnl
Distortion-Disentangled Contrastive Learning.
CoRR
Jinfeng Wang, Sifan Song, Jionglong Su, S. Kevin Zhou
2023 J jnl
DuDoRNeXt: A hybrid model for dual-domain undersampled MRI reconstruction.
CoRR
Ziqi Gao, S. Kevin Zhou
2023 J jnl
ECAMP: Entity-centered Context-aware Medical Vision Language Pre-training.
CoRR
Rongsheng Wang, Qingsong Yao, Haoran Lai, Zhiyang He, Xiaodong Tao, Zihang Jiang, S. Kevin Zhou
2023 J jnl
Evidence-aware multi-modal data fusion and its application to total knee replacement prediction.
CoRR
Xinwen Liu, Jing Wang, S. Kevin Zhou, Craig Engstrom, Shekhar S. Chandra
2023 — conf
FairAdaBN: Mitigating Unfairness with Adaptive Batch Normalization and Its Application to Dermatological Disease Classification.
MICCAI (2)
Zikang Xu, Shang Zhao, Quan Quan, Qingsong Yao, S. Kevin Zhou
2023 J jnl
FairAdaBN: Mitigating unfairness with adaptive batch normalization and its application to dermatological disease classification.
CoRR
Zikang Xu, Shang Zhao, Quan Quan, Qingsong Yao, S. Kevin Zhou
2023 J jnl
FedFTN: Personalized Federated Learning with Deep Feature Transformation Network for Multi-institutional Low-count PET Denoising.
CoRR
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
2023 J jnl
FedFTN: Personalized federated learning with deep feature transformation network for multi-institutional low-count PET denoising.
Medical Image Anal.
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
2023 J jnl
GDDS: Pulmonary Bronchioles Segmentation with Group Deep Dense Supervision.
CoRR
Mingyue Zhao, Shang Zhao, Quan Quan, Li Fan, Xiaolan Qiu, Shiyuan Liu, S. Kevin Zhou
2023 J jnl
Histopathological bladder cancer gene mutation prediction with hierarchical deep multiple-instance learning.
Medical Image Anal.
Rui Yan, Yijun Shen, Xueyuan Zhang, Peihang Xu, Jun Wang, Jintao Li, Fei Ren, Dingwei Ye, S. Kevin Zhou
2023 J jnl
Inspecting Model Fairness in Ultrasound Segmentation Tasks.
CoRR
Zikang Xu, Fenghe Tang, Quan Quan, Jianrui Ding, Chunping Ning, S. Kevin Zhou
2023 J jnl
LE-UDA: Label-Efficient Unsupervised Domain Adaptation for Medical Image Segmentation.
IEEE Trans. Medical Imaging
Ziyuan Zhao, Fangcheng Zhou, Kaixin Xu, Zeng Zeng, Cuntai Guan, S. Kevin Zhou
2023 — conf
Label-Free Nuclei Segmentation Using Intra-Image Self Similarity.
MICCAI (6)
Long Chen, Han Li, S. Kevin Zhou
2023 J jnl
LoCo: Locally Constrained Training-Free Layout-to-Image Synthesis.
CoRR
Peiang Zhao, Han Li, Ruiyang Jin, S. Kevin Zhou
2023 J jnl
Long-tailed multi-label classification with noisy label of thoracic diseases from chest X-ray.
CoRR
Haoran Lai, Qingsong Yao, Zhiyang He, Xiaodong Tao, S. Kevin Zhou
2023 J jnl
Lung Nodule Segmentation and Low-Confidence Region Prediction with Uncertainty-Aware Attention Mechanism.
CoRR
Han Yang, Qiuli Wang, Yue Zhang, Zhulin An, Chen Liu, Xiaohong Zhang, S. Kevin Zhou
2023 J jnl
Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation.
CoRR
Ziyuan Zhao, Fangcheng Zhou, Zeng Zeng, Cuntai Guan, S. Kevin Zhou
2023 J jnl
Mixed-order self-paced curriculum learning for universal lesion detection.
CoRR
Han Li, Hu Han, S. Kevin Zhou
2023 J jnl
MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical image segmentation.
CoRR
Fenghe Tang, Bingkun Nian, Jianrui Ding, Quan Quan, Jie Yang, Wei Liu, S. Kevin Zhou
2023 J jnl
Multi-Modal Tumor Segmentation With Deformable Aggregation and Uncertain Region Inpainting.
IEEE Trans. Medical Imaging
Yue Zhang, Chengtao Peng, Ruofeng Tong, Lanfen Lin, Yen-Wei Chen, Qingqing Chen, Hongjie Hu, S. Kevin Zhou
2023 J jnl
Multi-site Organ Segmentation with Federated Partial Supervision and Site Adaptation.
CoRR
Pengbo Liu, Mengke Sun, S. Kevin Zhou
2023 J jnl
O2CTA: Introducing Annotations from OCT to CCTA in Coronary Plaque Analysis.
CoRR
Jun Li, Kexin Li, Yafeng Zhou, S. Kevin Zhou
2023 J jnl
Radiology report generation with a learned knowledge base and multi-modal alignment.
Medical Image Anal.
Shuxin Yang, Xian Wu, Shen Ge, Zhuozhao Zheng, S. Kevin Zhou, Li Xiao
2023 A* conf
Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective.
NeurIPS
Chenyu You, Weicheng Dai, Yifei Min, Fenglin Liu, David A. Clifton, S. Kevin Zhou, Lawrence H. Staib, James S. Duncan
2023 J jnl
Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective.
CoRR
Chenyu You, Weicheng Dai, Yifei Min, Fenglin Liu, Xiaoran Zhang, Chen Feng, David A. Clifton, S. Kevin Zhou, Lawrence Hamilton Staib, James S. Duncan
2023 J jnl
SRSNetwork: Siamese Reconstruction-Segmentation Networks based on Dynamic-Parameter Convolution.
CoRR
Bingkun Nian, Fenghe Tang, Jianrui Ding, Pingping Zhang, Jie Yang, S. Kevin Zhou, Wei Liu
2023 J jnl
Semi-Supervised CT Lesion Segmentation Using Uncertainty-Based Data Pairing and SwapMix.
IEEE Trans. Medical Imaging
Pengchong Qiao, Han Li, Guoli Song, Hu Han, Zhiqiang Gao, Yonghong Tian, Yongsheng Liang, Xi Li, S. Kevin Zhou, Jie Chen
2023 J jnl
Slide-SAM: Medical SAM Meets Sliding Window.
CoRR
Quan Quan, Fenghe Tang, Zikang Xu, Heqin Zhu, S. Kevin Zhou
2023 J jnl
Sparse-view CT Reconstruction with 3D Gaussian Volumetric Representation.
CoRR
Yingtai Li, Xueming Fu, Shang Zhao, Ruiyang Jin, S. Kevin Zhou
2023 J jnl
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives.
Medical Image Anal.
Jun Li, Junyu Chen, Yucheng Tang, Ce Wang, Bennett A. Landman, S. Kevin Zhou
2023 — conf
UOD: Universal One-Shot Detection of Anatomical Landmarks.
MICCAI (1)
Heqin Zhu, Quan Quan, Qingsong Yao, Zaiyi Liu, S. Kevin Zhou
2023 J jnl
Unified Multi-Modal Image Synthesis for Missing Modality Imputation.
CoRR
Yue Zhang, Chengtao Peng, Qiuli Wang, Dan Song, Kaiyan Li, S. Kevin Zhou
2023 A* conf
Unsupervised Polychromatic Neural Representation for CT Metal Artifact Reduction.
NeurIPS
Qing Wu, Lixuan Chen, Ce Wang, Hongjiang Wei, S. Kevin Zhou, Jingyi Yu, Yuyao Zhang
2023 J jnl
Unsupervised Polychromatic Neural Representation for CT Metal Artifact Reduction.
CoRR
Qing Wu, Lixuan Chen, Ce Wang, Hongjiang Wei, S. Kevin Zhou, Jingyi Yu, Yuyao Zhang
2023 J jnl
Unsupervised augmentation optimization for few-shot medical image segmentation.
CoRR
Quan Quan, Shang Zhao, Qingsong Yao, Heqin Zhu, S. Kevin Zhou
2023 J jnl
WeakPolyp: You Only Look Bounding Box for Polyp Segmentation.
CoRR
Jun Wei, Yiwen Hu, Shuguang Cui, S. Kevin Zhou, Zhen Li
2023 — conf
WeakPolyp: You only Look Bounding Box for Polyp Segmentation.
MICCAI (3)
Jun Wei, Yiwen Hu, Shuguang Cui, S. Kevin Zhou, Zhen Li
2022 J jnl
3D endoscopic depth estimation using 3D surface-aware constraints.
CoRR
Shang Zhao, Ce Wang, Qiyuan Wang, Yanzhe Liu, S. Kevin Zhou
2022 J jnl
A Survey of Fairness in Medical Image Analysis: Concepts, Algorithms, Evaluations, and Challenges.
CoRR
Zikang Xu, Jun Li, Qingsong Yao, Han Li, Xin Shi, S. Kevin Zhou
2022 J jnl
Active CT Reconstruction with a Learned Sampling Policy.
CoRR
Ce Wang, Kun Shang, Haimiao Zhang, Shang Zhao, Dong Liang, S. Kevin Zhou
2022 — conf
Aggregative Self-supervised Feature Learning from Limited Medical Images.
MICCAI (8)
Jiuwen Zhu, Yuexiang Li, Lian Ding, S. Kevin Zhou
2022 — conf
BoxPolyp: Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box Annotations.
MICCAI (3)
Jun Wei, Yiwen Hu, Guanbin Li, Shuguang Cui, S. Kevin Zhou, Zhen Li
2022 J jnl
BoxPolyp: Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box Annotations.
CoRR
Jun Wei, Yiwen Hu, Guanbin Li, Shuguang Cui, S. Kevin Zhou, Zhen Li
2022 J jnl
DA-VSR: Domain Adaptable Volumetric Super-Resolution For Medical Images.
CoRR
Cheng Peng, S. Kevin Zhou, Rama Chellappa
2022 J jnl
DATR: Domain-adaptive transformer for multi-domain landmark detection.
CoRR
Heqin Zhu, Qingsong Yao, S. Kevin Zhou
2022 J jnl
DFTR: Depth-supervised Hierarchical Feature Fusion Transformer for Salient Object Detection.
CoRR
Heqin Zhu, Xu Sun, Yuexiang Li, Kai Ma, S. Kevin Zhou, Yefeng Zheng
2022 — conf
Deep Non-Linear Embedding Deformation Network for Cross-Modal Brain MRI Synthesis.
ISBI
Yang Lin, Hu Han, S. Kevin Zhou
2022 B conf
DeltaNet: Conditional Medical Report Generation for COVID-19 Diagnosis.
COLING
Xian Wu, Shuxin Yang, Zhaopeng Qiu, Shen Ge, YangTian Yan, Xingwang Wu, Yefeng Zheng, S. Kevin Zhou, Li Xiao
2022 J jnl
DeltaNet: Conditional Medical Report Generation for COVID-19 Diagnosis.
CoRR
Xian Wu, Shuxin Yang, Zhaopeng Qiu, Shen Ge, YangTian Yan, Xingwang Wu, Yefeng Zheng, S. Kevin Zhou, Li Xiao
2022 J jnl
DuDoDR-Net: Dual-domain data consistent recurrent network for simultaneous sparse view and metal artifact reduction in computed tomography.
Medical Image Anal.
Bo Zhou, Xiongchao Chen, S. Kevin Zhou, James S. Duncan, Chi Liu
2022 — conf
DuDoTrans: Dual-Domain Transformer for Sparse-View CT Reconstruction.
MLMIR@MICCAI
Ce Wang, Kun Shang, Haimiao Zhang, Qian Li, S. Kevin Zhou
2022 J jnl
DuDoUFNet: Dual-Domain Under-to-Fully-Complete Progressive Restoration Network for Simultaneous Metal Artifact Reduction and Low-Dose CT Reconstruction.
IEEE Trans. Medical Imaging
Bo Zhou, Xiongchao Chen, Huidong Xie, S. Kevin Zhou, James S. Duncan, Chi Liu
2022 J jnl
GAN-based disentanglement learning for chest X-ray rib suppression.
Medical Image Anal.
Luyi Han, Yuanyuan Lyu, Cheng Peng, S. Kevin Zhou
2022 J jnl
Information-guided pixel augmentation for pixel-wise contrastive learning.
CoRR
Quan Quan, Qingsong Yao, Jun Li, S. Kevin Zhou
2022 J jnl
Knowledge matters: Chest radiology report generation with general and specific knowledge.
Medical Image Anal.
Shuxin Yang, Xian Wu, Shen Ge, S. Kevin Zhou, Li Xiao
2022 J jnl
LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation.
CoRR
Ziyuan Zhao, Fangcheng Zhou, Kaixin Xu, Zeng Zeng, Cuntai Guan, S. Kevin Zhou
2022 — conf
Learning Incrementally to Segment Multiple Organs in a CT Image.
MICCAI (4)
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
2022 J jnl
Learning Incrementally to Segment Multiple Organs in a CT Image.
CoRR
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
2022 J jnl
MONAI: An open-source framework for deep learning in healthcare.
CoRR
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
2022 J jnl
MURPHY: Relations Matter in Surgical Workflow Analysis.
CoRR
Shang Zhao, Yanzhe Liu, Qiyuan Wang, Dai Sun, Rong Liu, S. Kevin Zhou
2022 — conf
Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation.
MICCAI (5)
Ziyuan Zhao, Fangcheng Zhou, Zeng Zeng, Cuntai Guan, S. Kevin Zhou
2022 J jnl
MixCL: Pixel label matters to contrastive learning.
CoRR
Jun Li, Quan Quan, S. Kevin Zhou
2022 J jnl
REGAS: REspiratory-GAted Synthesis of Views for Multi-Phase CBCT Reconstruction from a single 3D CBCT Acquisition.
CoRR
Cheng Peng, Haofu Liao, S. Kevin Zhou, Rama Chellappa
2022 J jnl
Recovering medical images from CT film photos.
CoRR
Quan Quan, Qiyuan Wang, Yuanqi Du, Liu Li, S. Kevin Zhou
2022 J jnl
Relative distance matters for one-shot landmark detection.
CoRR
Qingsong Yao, Jianji Wang, Yihua Sun, Quan Quan, Heqin Zhu, S. Kevin Zhou
2022 — conf
Rib Suppression in Digital Chest Tomosynthesis.
MICCAI (1)
Yihua Sun, Qingsong Yao, Yuanyuan Lyu, Jianji Wang, Yi Xiao, Hongen Liao, S. Kevin Zhou
2022 J jnl
Rib Suppression in Digital Chest Tomosynthesis.
CoRR
Yihua Sun, Qingsong Yao, Yuanyuan Lyu, Jianji Wang, Yi Xiao, Hongen Liao, S. Kevin Zhou
2022 — conf
SATr: Slice Attention with Transformer for Universal Lesion Detection.
MICCAI (3)
Han Li, Long Chen, Hu Han, S. Kevin Zhou
2022 J jnl
SATr: Slice Attention with Transformer for Universal Lesion Detection.
CoRR
Han Li, Long Chen, Hu Han, S. Kevin Zhou
2022 — conf
Semi-Supervised Pseudo-Healthy Image Synthesis via Confidence Augmentation.
ISBI
Yuanqi Du, Quan Quan, Hu Han, S. Kevin Zhou
2022 J jnl
Stabilize, Decompose, and Denoise: Self-Supervised Fluoroscopy Denoising.
CoRR
Ruizhou Liu, Qiang Ma, Zhiwei Cheng, Yuanyuan Lyu, Jianji Wang, S. Kevin Zhou
2022 — conf
Stabilize, Decompose, and Denoise: Self-supervised Fluoroscopy Denoising.
MICCAI (8)
Ruizhou Liu, Qiang Ma, Zhiwei Cheng, Yuanyuan Lyu, Jianji Wang, S. Kevin Zhou
2022 — conf
Towards Performant and Reliable Undersampled MR Reconstruction via Diffusion Model Sampling.
MICCAI (6)
Cheng Peng, Pengfei Guo, S. Kevin Zhou, Vishal M. Patel, Rama Chellappa
2022 J jnl
Towards performant and reliable undersampled MR reconstruction via diffusion model sampling.
CoRR
Cheng Peng, Pengfei Guo, S. Kevin Zhou, Vishal Patel, Rama Chellappa
2022 J jnl
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives.
CoRR
Jun Li, Junyu Chen, Yucheng Tang, Ce Wang, Bennett A. Landman, S. Kevin Zhou
2022 — conf
Undersampled MRI Reconstruction with Side Information-Guided Normalisation.
MICCAI (6)
Xinwen Liu, Jing Wang, Cheng Peng, Shekhar S. Chandra, Feng Liu, S. Kevin Zhou
2022 J jnl
Undersampled MRI Reconstruction with Side Information-Guided Normalisation.
CoRR
Xinwen Liu, Jing Wang, Cheng Peng, Shekhar S. Chandra, Feng Liu, S. Kevin Zhou
2022 J jnl
Universal Segmentation of 33 Anatomies.
CoRR
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
2022 — conf
Weakly Supervised Object Localization Through Inter-class Feature Similarity and Intra-class Appearance Consistency.
ECCV (30)
Jun Wei, Sheng Wang, S. Kevin Zhou, Shuguang Cui, Zhen Li
2022 A* conf
Which images to label for few-shot medical landmark detection?
CVPR
Quan Quan, Qingsong Yao, Jun Li, S. Kevin Zhou
2021 — conf
A
IPMI
Yuanyuan Lyu, Haofu Liao, Heqin Zhu, S. Kevin Zhou
2021 — conf
A Hierarchical Feature Constraint to Camouflage Medical Adversarial Attacks.
MICCAI (3)
Qingsong Yao, Zecheng He, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou
2021 J jnl
A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises.
Proc. IEEE
S. Kevin Zhou, Hayit Greenspan, Christos Davatzikos, James S. Duncan, Bram van Ginneken, Anant Madabhushi, Jerry L. Prince, Daniel Rueckert, Ronald M. Summers
2021 J jnl
Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration.
CoRR
Bo Zhou, Zachary Augenfeld, Julius Chapiro, S. Kevin Zhou, Chi Liu, James S. Duncan
2021 J jnl
Anatomy-guided multimodal registration by learning segmentation without ground truth: Application to intraprocedural CBCT/MR liver segmentation and registration.
Medical Image Anal.
Bo Zhou, Zachary Augenfeld, Julius Chapiro, S. Kevin Zhou, Chi Liu, James S. Duncan
2021 J jnl
CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography.
CoRR
Yang Deng, Ce Wang, Yuan Hui, Qian Li, Jun Li, Shiwei Luo, Mengke Sun, Quan Quan, Shuxin Yang, You Hao, Pengbo Liu, Honghu Xiao, Chunpeng Zhao, Xinbao Wu, S. Kevin Zhou
2021 — conf
Conditional Training with Bounding Map for Universal Lesion Detection.
MICCAI (5)
Han Li, Long Chen, Hu Han, Ying Chi, S. Kevin Zhou
2021 J jnl
Conditional Training with Bounding Map for Universal Lesion Detection.
CoRR
Han Li, Long Chen, Hu Han, S. Kevin Zhou
2021 — conf
DA-VSR: Domain Adaptable Volumetric Super-Resolution for Medical Images.
MICCAI (6)
Cheng Peng, S. Kevin Zhou, Rama Chellappa
2021 — conf
Decomposition-and-Fusion Network for HE-Stained Pathological Image Classification.
ICIC (3)
Rui Yan, Jintao Li, S. Kevin Zhou, Zhilong Lv, Xueyuan Zhang, Xiaosong Rao, Chunhou Zheng, Fei Ren, Fa Zhang
2021 J jnl
Deep Collocative Learning for Immunofixation Electrophoresis Image Analysis.
IEEE Trans. Medical Imaging
Xiao-Yong Wei, Zhen-Qun Yang, Xu-Lu Zhang, Ga Liao, Ailin Sheng, S. Kevin Zhou, Yongkang Wu, Liang Du
2021 J jnl
Deep learning to segment pelvic bones: large-scale CT datasets and baseline models.
Int. J. Comput. Assist. Radiol. Surg.
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
2021 J jnl
Deep reinforcement learning in medical imaging: A literature review.
CoRR
S. Kevin Zhou, T. Hoang Ngan Le, Khoa Luu, Hien Van Nguyen, Nicholas Ayache
2021 J jnl
Deep reinforcement learning in medical imaging: A literature review.
Medical Image Anal.
S. Kevin Zhou, T. Hoang Ngan Le, Khoa Luu, Hien Van Nguyen, Nicholas Ayache
2021 J jnl
DuDoTrans: Dual-Domain Transformer Provides More Attention for Sinogram Restoration in Sparse-View CT Reconstruction.
CoRR
Ce Wang, Kun Shang, Haimiao Zhang, Qian Li, Yuan Hui, S. Kevin Zhou
2021 A* conf
Dual-GAN: Joint BVP and Noise Modeling for Remote Physiological Measurement.
CVPR
Hao Lu, Hu Han, S. Kevin Zhou
2021 A* conf
Few-shot Learning for Multi-Modality Tasks.
ACM Multimedia
Jie Chen, Qixiang Ye, Xiaoshan Yang, S. Kevin Zhou, Xiaopeng Hong, Li Zhang
2021 J jnl
GAN-based disentanglement learning for chest X-ray rib suppression.
CoRR
Luyi Han, Yuanyuan Lyu, Cheng Peng, S. Kevin Zhou
2021 J jnl
Generalizable Limited-Angle CT Reconstruction via Sinogram Extrapolation.
CoRR
Ce Wang, Haimiao Zhang, Qian Li, Kun Shang, Yuanyuan Lyu, Bin Dong, S. Kevin Zhou
2021 — conf
Improving Generalizability in Limited-Angle CT Reconstruction with Sinogram Extrapolation.
MICCAI (6)
Ce Wang, Haimiao Zhang, Qian Li, Kun Shang, Yuanyuan Lyu, Bin Dong, S. Kevin Zhou
2021 J jnl
Incremental Learning for Multi-organ Segmentation with Partially Labeled Datasets.
CoRR
Pengbo Liu, Li Xiao, S. Kevin Zhou
2021 — conf
Joint Coronary Centerline Extraction And Lumen Segmentation From Ccta Using Cnntracker And Vascular Graph Convolutional Network.
ISBI
Ruochen Gao, Zhihui Hou, Jun Li, Hu Han, Bin Lu, S. Kevin Zhou
2021 J jnl
Label-Free Segmentation of COVID-19 Lesions in Lung CT.
IEEE Trans. Medical Imaging
Qingsong Yao, Li Xiao, Peihang Liu, S. Kevin Zhou
2021 J jnl
Limited View Tomographic Reconstruction Using a Cascaded Residual Dense Spatial-Channel Attention Network With Projection Data Fidelity Layer.
IEEE Trans. Medical Imaging
Bo Zhou, S. Kevin Zhou, James S. Duncan, Chi Liu
2021 J jnl
Marginal loss and exclusion loss for partially supervised multi-organ segmentation.
Medical Image Anal.
Gonglei Shi, Li Xiao, Yang Chen, S. Kevin Zhou
2021 J jnl
Medical Aegis: Robust adversarial protectors for medical images.
CoRR
Qingsong Yao, Zecheng He, S. Kevin Zhou
2021 — conf
One-Shot Medical Landmark Detection.
MICCAI (2)
Qingsong Yao, Quan Quan, Li Xiao, S. Kevin Zhou
2021 J jnl
One-Shot Medical Landmark Detection.
CoRR
Qingsong Yao, Quan Quan, Li Xiao, S. Kevin Zhou
2021 J jnl
Pathological Image Segmentation with Noisy Labels.
CoRR
Li Xiao, Yinhao Li, Luxi Qv, Xinxia Tian, Yijie Peng, S. Kevin Zhou
2021 — conf
Perceptual Quality Assessment of Chest Radiograph.
MICCAI (7)
Mengda Guan, Yuanyuan Lyu, Wanyue Cao, Xingwang Wu, Jingjing Lu, S. Kevin Zhou
2021 J jnl
Radiology Report Generation with a Learned Knowledge Base and Multi-modal Alignment.
CoRR
Shuxin Yang, Xian Wu, Shen Ge, Xingwang Wu, S. Kevin Zhou, Li Xiao
2021 J jnl
Semi-Supervised Natural Face De-Occlusion.
IEEE Trans. Inf. Forensics Secur.
Jiancheng Cai, Hu Han, Jiyun Cui, Jie Chen, Li Liu, S. Kevin Zhou
2021 — conf
Shallow Attention Network for Polyp Segmentation.
MICCAI (1)
Jun Wei, Yiwen Hu, Ruimao Zhang, Zhen Li, S. Kevin Zhou, Shuguang Cui
2021 J jnl
Shallow Attention Network for Polyp Segmentation.
CoRR
Jun Wei, Yiwen Hu, Ruimao Zhang, Zhen Li, S. Kevin Zhou, Shuguang Cui
2021 A* conf
Shallow Feature Matters for Weakly Supervised Object Localization.
CVPR
Jun Wei, Qin Wang, Zhen Li, Sheng Wang, S. Kevin Zhou, Shuguang Cui
2021 J jnl
Shallow Feature Matters for Weakly Supervised Object Localization.
CoRR
Jun Wei, Qin Wang, Zhen Li, Sheng Wang, S. Kevin Zhou, Shuguang Cui
2021 — conf
U-DuDoNet: Unpaired Dual-Domain Network for CT Metal Artifact Reduction.
MICCAI (6)
Yuanyuan Lyu, Jiajun Fu, Cheng Peng, S. Kevin Zhou
2021 J jnl
U-DuDoNet: Unpaired dual-domain network for CT metal artifact reduction.
CoRR
Yuanyuan Lyu, Jiajun Fu, Cheng Peng, S. Kevin Zhou
2021 — conf
Universal Undersampled MRI Reconstruction.
MICCAI (6)
Xinwen Liu, Jing Wang, Feng Liu, S. Kevin Zhou
2021 J jnl
Universal Undersampled MRI Reconstruction.
CoRR
Xinwen Liu, Jing Wang, Feng Liu, S. Kevin Zhou
2021 J jnl
Where is the disease? Semi-supervised pseudo-normality synthesis from an abnormal image.
CoRR
Yuanqi Du, Quan Quan, Hu Han, S. Kevin Zhou
2021 J jnl
Which images to label for few-shot medical landmark detection?
CoRR
Quan Quan, Qingsong Yao, Jun Li, S. Kevin Zhou
2021 A* conf
XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors.
AAAI
Cheng Peng, Haofu Liao, Gina Wong, Jiebo Luo, S. Kevin Zhou, Rama Chellappa
2021 J jnl
You Only Learn Once: Universal Anatomical Landmark Detection.
CoRR
Heqin Zhu, Qingsong Yao, Li Xiao, S. Kevin Zhou
2021 — conf
You only Learn Once: Universal Anatomical Landmark Detection.
MICCAI (5)
Heqin Zhu, Qingsong Yao, Li Xiao, S. Kevin Zhou
2020 J jnl
A Hierarchical Feature Constraint to Camouflage Medical Adversarial Attacks.
CoRR
Qingsong Yao, Zecheng He, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou
2020 J jnl
A review of deep learning in medical imaging: Image traits, technology trends, case studies with progress highlights, and future promises.
CoRR
S. Kevin Zhou, Hayit Greenspan, Christos Davatzikos, James S. Duncan, Bram van Ginneken, Anant Madabhushi, Jerry L. Prince, Daniel Rueckert, Ronald M. Summers
2020 J jnl
ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction.
IEEE Trans. Medical Imaging
Haofu Liao, Wei-An Lin, S. Kevin Zhou, Jiebo Luo
2020 J jnl
Aggregative Self-Supervised Feature Learning.
CoRR
Jiuwen Zhu, Yuexiang Li, S. Kevin Zhou
2020 — conf
BCData: A Large-Scale Dataset and Benchmark for Cell Detection and Counting.
MICCAI (5)
Zhongyi Huang, Yao Ding, Guoli Song, Lin Wang, Ruizhe Geng, Hongliang He, Shan Du, Xia Liu, Yonghong Tian, Yongsheng Liang, S. Kevin Zhou, Jie Chen
2020 — conf
Bounding Maps for Universal Lesion Detection.
MICCAI (4)
Han Li, Hu Han, S. Kevin Zhou
2020 J jnl
Bounding Maps for Universal Lesion Detection.
CoRR
Han Li, Hu Han, S. Kevin Zhou
2020 J jnl
CT Film Recovery via Disentangling Geometric Deformation and Illumination Variation: Simulated Datasets and Deep Models.
CoRR
Quan Quan, Qiyuan Wang, Liu Li, Yuanqi Du, S. Kevin Zhou
2020 — conf
Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing.
iMIMIC/MIL3ID/LABELS@MICCAI
Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani
2020 J jnl
Deep Learning to Segment Pelvic Bones: Large-scale CT Datasets and Baseline Models.
CoRR
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
2020 A* conf
DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction With Deep T1 Prior.
CVPR
Bo Zhou, S. Kevin Zhou
2020 J jnl
DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction with Deep T1 Prior.
CoRR
Bo Zhou, S. Kevin Zhou
2020 — conf
Dual-Level Selective Transfer Learning for Intrahepatic Cholangiocarcinoma Segmentation in Non-enhanced Abdominal CT.
MICCAI (1)
Wenzhe Wang, Qingyu Song, Jiarong Zhou, Ruiwei Feng, Tingting Chen, Wenhao Ge, Danny Z. Chen, S. Kevin Zhou, Weilin Wang, Jian Wu
2020 J jnl
Embedding Task Knowledge into 3D Neural Networks via Self-supervised Learning.
CoRR
Jiuwen Zhu, Yuexiang Li, Yifan Hu, S. Kevin Zhou
2020 — conf
Encoding Metal Mask Projection for Metal Artifact Reduction in Computed Tomography.
MICCAI (2)
Yuanyuan Lyu, Wei-An Lin, Haofu Liao, Jingjing Lu, S. Kevin Zhou
2020 J jnl
First image then video: A two-stage network for spatiotemporal video denoising.
CoRR
Ce Wang, S. Kevin Zhou, Zhiwei Cheng
2020 J jnl
High-Resolution Chest X-Ray Bone Suppression Using Unpaired CT Structural Priors.
IEEE Trans. Medical Imaging
Han Li, Hu Han, Zeju Li, Lei Wang, Zhe Wu, Jingjing Lu, S. Kevin Zhou
2020 J jnl
Human Recognition Using Face in Computed Tomography.
CoRR
Jiuwen Zhu, Hu Han, S. Kevin Zhou
2020 — ed.
Interpretable and Annotation-Efficient Learning for Medical Image Computing - Third International Workshop, iMIMIC 2020, Second International Workshop, MIL3ID 2020, and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings
iMIMIC/MIL3ID/LABELS@MICCAI
Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani
2020 J jnl
Label-Free Segmentation of COVID-19 Lesions in Lung CT.
CoRR
Qingsong Yao, Li Xiao, Peihang Liu, S. Kevin Zhou
2020 J jnl
Limited View Tomographic Reconstruction Using a Deep Recurrent Framework with Residual Dense Spatial-Channel Attention Network and Sinogram Consistency.
CoRR
Bo Zhou, S. Kevin Zhou, James S. Duncan, Chi Liu
2020 J jnl
Marginal loss and exclusion loss for partially supervised multi-organ segmentation.
CoRR
Gonglei Shi, Li Xiao, Yang Chen, S. Kevin Zhou
2020 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part I
MICCAI (1)
Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part II
MICCAI (2)
Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part III
MICCAI (3)
Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part IV
MICCAI (4)
Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part V
MICCAI (5)
Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part VI
MICCAI (6)
Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part VII
MICCAI (7)
Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020 — conf
Miss the Point: Targeted Adversarial Attack on Multiple Landmark Detection.
MICCAI (4)
Qingsong Yao, Zecheng He, Hu Han, S. Kevin Zhou
2020 J jnl
Miss the Point: Targeted Adversarial Attack on Multiple Landmark Detection.
CoRR
Qingsong Yao, Zecheng He, Hu Han, S. Kevin Zhou
2020 A conf
One-to-one Mapping for Unpaired Image-to-image Translation.
WACV
Zengming Shen, Yifan Chen, Thomas S. Huang, S. Kevin Zhou, Bogdan Georgescu, Xuqi Liu
2020 J jnl
Rubik's Cube+: A self-supervised feature learning framework for 3D medical image analysis.
Medical Image Anal.
Jiuwen Zhu, Yuexiang Li, Yifan Hu, Kai Ma, S. Kevin Zhou, Yefeng Zheng
2020 A* conf
SAINT: Spatially Aware Interpolation NeTwork for Medical Slice Synthesis.
CVPR
Cheng Peng, Wei-An Lin, Haofu Liao, Rama Chellappa, S. Kevin Zhou
2020 — conf
Towards multi-sequence MR image recovery from undersampled k-space data.
MIDL
Cheng Peng, Wei-An Lin, Rama Chellappa, S. Kevin Zhou
2019 — ed.
Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data - First MICCAI Workshop, DART 2019, and First International Workshop, MIL3ID 2019, Shenzhen, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings
DART/MIL3ID@MICCAI
Qian Wang, Fausto Milletari, Hien Van Nguyen, Shadi Albarqouni, M. Jorge Cardoso, Nicola Rieke, Ziyue Xu, Konstantinos Kamnitsas, Vishal Patel, Badri Roysam, Steve B. Jiang, S. Kevin Zhou, Khoa Luu, Ngan Le