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Works (25)

Capsule: An Out-of-Core Training Mechanism for Colossal GNNs

Proceedings of the ACM on Management of Data
2025-02-10 | Journal article
Contributors: Yongan Xiang; Zezhong Ding; Rui Guo; Shangyou Wang; Xike Xie; S. Kevin Zhou
Source: check_circle
Crossref

IGU-Aug: Information-Guided Unsupervised Augmentation and Pixel-Wise Contrastive Learning for Medical Image Analysis

IEEE Transactions on Medical Imaging
2025-01 | Journal article
Contributors: Quan Quan; Qingsong Yao; Heqin Zhu; S. Kevin Zhou
Source: check_circle
Crossref

LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation

Medical Image Analysis
2025-01 | Journal article
Contributors: Qiyuan Wang; Shang Zhao; Zikang Xu; S. Kevin Zhou
Source: check_circle
Crossref

Unified Multi-Modal Image Synthesis for Missing Modality Imputation

IEEE Transactions on Medical Imaging
2025-01 | Journal article
Contributors: Yue Zhang; Chengtao Peng; Qiuli Wang; Dan Song; Kaiyan Li; S. Kevin Zhou
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Crossref

Learning to Sketch: A Neural Approach to Item Frequency Estimation in Streaming Data

IEEE Transactions on Pattern Analysis and Machine Intelligence
2024 | Journal article
Contributors: Yukun Cao; Yuan Feng; Hairu Wang; Xike Xie; S. Kevin Zhou
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Crossref

Cascaded Multi-path Shortcut Diffusion Model for Medical Image Translation

Medical Image Analysis
2024-12 | Journal article
Contributors: Yinchi Zhou; Tianqi Chen; Jun Hou; Huidong Xie; Nicha C. Dvornek; S. Kevin Zhou; David L. Wilson; James S. Duncan; Chi Liu; Bo Zhou
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Crossref

Deep generalizable prediction of RNA secondary structure via base pair motif energy

2024-10-25 | Preprint
Contributors: Heqin Zhu; Fenghe Tang; Quan Quan; Ke Chen; Peng Xiong; S. Kevin Zhou
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Crossref

Play like a Vertex: A Stackelberg Game Approach for Streaming Graph Partitioning

Proceedings of the ACM on Management of Data
2024-05-29 | Journal article
Contributors: Zezhong Ding; Yongan Xiang; Shangyou Wang; Xike Xie; S. Kevin Zhou
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Crossref

Adversarial Medical Image With Hierarchical Feature Hiding

IEEE Transactions on Medical Imaging
2024-04 | Journal article
Contributors: Qingsong Yao; Zecheng He; Yuexiang Li; Yi Lin; Kai Ma; Yefeng Zheng; S. Kevin Zhou
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Crossref

Lung Nodule Segmentation and Uncertain Region Prediction With an Uncertainty-Aware Attention Mechanism

IEEE Transactions on Medical Imaging
2024-04 | Journal article
Contributors: Han Yang; Qiuli Wang; Yue Zhang; Zhulin An; Chen Liu; Xiaohong Zhang; S. Kevin Zhou
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Crossref

PELE scores: pelvic X-ray landmark detection with pelvis extraction and enhancement

International Journal of Computer Assisted Radiology and Surgery
2024-03-15 | Journal article
Contributors: Zhen Huang; Han Li; Shitong Shao; Heqin Zhu; Huijie Hu; Zhiwei Cheng; Jianji Wang; S. Kevin Zhou
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Crossref

Multi-Modal Tumor Segmentation With Deformable Aggregation and Uncertain Region Inpainting

IEEE Transactions on Medical Imaging
2023-10 | Journal article
Contributors: Yue Zhang; Chengtao Peng; Ruofeng Tong; Lanfen Lin; Yen-Wei Chen; Qingqing Chen; Hongjie Hu; S. Kevin Zhou
Source: check_circle
Crossref

Active CT Reconstruction with a Learned Sampling Policy

2023-10-26 | Conference paper
Contributors: Ce Wang; Kun Shang; Haimiao Zhang; Shang Zhao; Dong Liang; S Kevin Zhou
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Crossref

Histopathological bladder cancer gene mutation prediction with hierarchical deep multiple-instance learning

Medical Image Analysis
2023-07 | Journal article
Contributors: Rui Yan; Yijun Shen; Xueyuan Zhang; Peihang Xu; Jun Wang; Jintao Li; Fei Ren; Dingwei Ye; S. Kevin Zhou
Source: check_circle
Crossref

Radiology report generation with a learned knowledge base and multi-modal alignment

Medical Image Analysis
2023-05 | Journal article
Contributors: Shuxin Yang; Xian Wu; Shen Ge; Zhuozhao Zheng; S. Kevin Zhou; Li Xiao
Source: check_circle
Crossref

Semi-Supervised CT Lesion Segmentation Using Uncertainty-Based Data Pairing and SwapMix

IEEE Transactions on Medical Imaging
2023-05 | Journal article
Contributors: Pengchong Qiao; Han Li; Guoli Song; Hu Han; Zhiqiang Gao; Yonghong Tian; Yongsheng Liang; Xi Li; S. Kevin Zhou; Jie Chen
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Crossref

Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives

Medical Image Analysis
2023-04 | Journal article
Contributors: Jun Li; Junyu Chen; Yucheng Tang; Ce Wang; Bennett A. Landman; S. Kevin Zhou
Source: check_circle
Crossref

Federated Transfer Learning for Low-Dose PET Denoising: A Pilot Study With Simulated Heterogeneous Data

IEEE Transactions on Radiation and Plasma Medical Sciences
2023-03 | Journal article
Contributors: Bo Zhou; Tianshun Miao; Niloufar Mirian; Xiongchao Chen; Huidong Xie; Zhicheng Feng; Xueqi Guo; Xiaoxiao Li; S. Kevin Zhou; James S. Duncan et al.
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Crossref

LE-UDA: Label-Efficient Unsupervised Domain Adaptation for Medical Image Segmentation

IEEE Transactions on Medical Imaging
2023-03 | Journal article
Contributors: Ziyuan Zhao; Fangcheng Zhou; Kaixin Xu; Zeng Zeng; Cuntai Guan; S. Kevin Zhou
Source: check_circle
Crossref

Stabilize, Decompose, and Denoise: Self-supervised Fluoroscopy Denoising

2022 | Book chapter
Contributors: Ruizhou Liu; Qiang Ma; Zhiwei Cheng; Yuanyuan Lyu; Jianji Wang; S. Kevin Zhou
Source: check_circle
Crossref

DuDoUFNet: Dual-Domain Under-to-Fully-Complete Progressive Restoration Network for Simultaneous Metal Artifact Reduction and Low-Dose CT Reconstruction

IEEE Transactions on Medical Imaging
2022-12 | Journal article
Contributors: Bo Zhou; Xiongchao Chen; Huidong Xie; S. Kevin Zhou; James S. Duncan; Chi Liu
Source: check_circle
Crossref

Learning to Localize Cross-Anatomy Landmarks in X-Ray Images with a Universal Model

BME Frontiers
2022-01 | Journal article
Contributors: Heqin Zhu; Qingsong Yao; Li Xiao; S. Kevin Zhou
Source: check_circle
Crossref

Label-Free Segmentation of COVID-19 Lesions in Lung CT

IEEE Transactions on Medical Imaging
2021-10 | Journal article
Contributors: Qingsong Yao; Li Xiao; Peihang Liu; S. Kevin Zhou
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Crossref

Deep Collocative Learning for Immunofixation Electrophoresis Image Analysis

IEEE Transactions on Medical Imaging
2021-07 | Journal article
Contributors: Xiao-Yong Wei; Zhen-Qun Yang; Xu-Lu Zhang; Ga Liao; Ai-Lin Sheng; S. Kevin Zhou; Yongkang Wu; Liang Du
Source: check_circle
Crossref

Limited View Tomographic Reconstruction Using a Cascaded Residual Dense Spatial-Channel Attention Network With Projection Data Fidelity Layer

IEEE Transactions on Medical Imaging
2021-07 | Journal article
Contributors: Bo Zhou; S. Kevin Zhou; James S. Duncan; Chi Liu
Source: check_circle
Crossref