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S. Kevin Zhou

  1. MONAI: An open-source framework for deep learning in healthcare
    2022/11/04 by M. Jorge Cardoso, Cardoso, M. Jorge, Wenqi Li +109 · 120 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
  2. Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference
    2024/07/16 by Yuan Feng, Feng, Yuan, Junlin Lv +7 · 50 citations
    Computer Science · #Advanced Data Storage Technologies #Distributed and Parallel Computing Systems #Advanced Data Compression Techniques
  3. Combo Loss: Handling Input and Output Imbalance in Multi-Organ\n Segmentation
    2018/05/07 by Saeid Asgari Taghanaki, Taghanaki, Saeid Asgari, Yefeng Zheng +13 · 11 citations
    Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
  4. Shallow Attention Network for Polyp Segmentation
    2021/08/02 by Jun Wei, Yiwen Hu, Wei, Jun +9 · 11 citations
    Computer Science · Medicine · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography
    2021/05/31 by Yang Deng, Deng, Yang, Ce Wang +27 · 1 voice · 9 citations
    Dentistry · Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Dental Radiography and Imaging #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #Spinal Fractures and Fixation Techniques #electronic engineering #information engineering
  6. DuDoNet: Dual Domain Network for CT Metal Artifact Reduction
    2019/06/29 by Wei-An Lin, Haofu Liao, Lin, Wei-An +13 · 8 citations
    Engineering · Medicine · Physics and Astronomy · #Advanced X-ray Imaging Techniques #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
  7. FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models
    2024/07/01 by Ruinan Jin, Zikang Xu, Jin, Ruinan +11 · 17 citations
    Economics, Econometrics and Finance · Medicine · #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Radiation Dose and Imaging
  8. SAINT: Spatially Aware Interpolation NeTwork for Medical Slice Synthesis
    2020/01/03 by Cheng Peng, Peng, Cheng, Wei-An Lin +7 · 6 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
  9. Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives
    2022/06/02 by Jun Li, Junyu Chen, Li, Jun +9 · 8 citations
    Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #COVID-19 diagnosis using AI #AI in cancer detection
  10. CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification
    2024/02/27 by Haoran Lai, Lai, Haoran, Qingsong Yao +11 · 12 citations
    Engineering · Medicine · #Advanced X-ray and CT Imaging #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
  11. Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective
    2023/02/03 by Chenyu You, Weicheng Dai, You, Chenyu +13 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  12. Towards performant and reliable undersampled MR reconstruction via diffusion model sampling
    2022/03/08 by Cheng Peng, Pengfei Guo, Peng, Cheng +7 · 5 citations
    Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
  13. DPER: Diffusion Prior Driven Neural Representation for Limited Angle and Sparse View CT Reconstruction
    2024/04/27 by Chenhe Du, Xiyue Lin, Du, Chenhe +19 · 6 citations
    Earth and Planetary Sciences · Engineering · Medicine · #Advanced X-ray and CT Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #I.2.10 #I.4.5 #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Seismic Imaging and Inversion Techniques #electronic engineering #information engineering
  14. FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition
    2016/09/21 by Hui Ding, Ding, Hui, S. Kevin Zhou +3 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Hand Gesture Recognition Systems #Speech and Audio Processing
  15. GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding
    2024/09/05 by Yukun Cao, Shuo Han, Cao, Yukun +8 · 6 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
  16. PELE scores: Pelvic X-ray Landmark Detection by Pelvis Extraction and Enhancement
    2023/05/07 by Zhen Huang, Huang, Zhen, Han Li +13 · 3 citations
    Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #Pelvic and Acetabular Injuries #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  17. 3DGR-CT: Sparse-View CT Reconstruction with a 3D Gaussian Representation
    2023/12/25 by Yingtai Li, Xueming Fu, Li, Yingtai +8 · 3 citations
    Computer Science · Engineering · Medicine · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
  18. Label-Free Segmentation of COVID-19 Lesions in Lung CT
    2020/09/08 by Qingsong Yao, Li Xiao, Yao, Qingsong +5 · 2 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  19. E3D-GPT: Enhanced 3D Visual Foundation for Medical Vision-Language Model
    2024/10/18 by Haoran Lai, Zihang Jiang, Lai, Haoran +15 · 5 citations
    Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  20. HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training
    2024/08/11 by Fenghe Tang, Ronghao Xu, Tang, Fenghe +13 · 5 citations
    Computer Science · #AI in cancer detection #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.10 #I.4.6 #Medical Image Segmentation Techniques
  21. FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs
    2025/01/17 by Gao, Zengyi, Yukun Cao, Cao, Yukun +8 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Topic Modeling
  22. SridBench: Benchmark of Scientific Research Illustration Drawing of Image Generation Model
    2025/05/28 by Yifan Chang, Chang, Yifan, Yulong Feng +11 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  23. ECAMP: Entity-centered Context-aware Medical Vision Language Pre-training
    2023/12/20 by Rongsheng Wang, Qingsong Yao, Wang, Rongsheng +11 · 3 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging
  24. 3DGR-CAR: Coronary artery reconstruction from ultra-sparse 2D X-ray views with a 3D Gaussians representation
    2024/10/01 by Xueming Fu, Fu, Xueming, Yingtai Li +11 · 4 citations
    Computer Science · Engineering · Medicine · #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications #electronic engineering #information engineering
  25. CriticalKV: Optimizing KV Cache Eviction from an Output Perturbation Perspective
    2025/02/06 by Yuan Feng, Junlin Lv, Feng, Yuan +8 · 4 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Network Packet Processing and Optimization #Power System Optimization and Stability #Power Systems and Technologies
  26. Miss the Point: Targeted Adversarial Attack on Multiple Landmark Detection
    2020/07/10 by Qingsong Yao, Zecheng He, Yao, Qingsong +5 · 1 citation
    Arts and Humanities · Engineering · Medicine · #Autopsy Techniques and Outcomes #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Forensic Anthropology and Bioarchaeology Studies #Medical Imaging and Analysis
  27. C-MASS: Combinatorial Mobility-Aware Sensor Scheduling for Collaborative Perception with Second-Order Topology Approximation
    2024/06/29 by Yukuan Jia, Jia, Yukuan, Yuxuan Sun +9 · 2 citations
    Computer Science · Engineering · #Context-Aware Activity Recognition Systems #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Multiagent Systems (cs.MA) #Networking and Internet Architecture (cs.NI) #Robotics (cs.RO) #Robotics and Automated Systems
  28. Cascaded Multi-path Shortcut Diffusion Model for Medical Image Translation
    2024/04/06 by Yinchi Zhou, Zhou, Yinchi, Tianqi Chen +17 · 2 citations
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  29. ProMISe: Promptable Medical Image Segmentation using SAM
    2024/03/07 by Jinfeng Wang, Wang, Jinfeng, Sifan Song +11 · 2 citations
    Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  30. GAN-based disentanglement learning for chest X-ray rib suppression
    2021/10/18 by Luyi Han, Yuanyuan Lyu, Han, Luyi +5 · 2 citations
    Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  31. Structure-Guided Self-Supervised Matching for One-Shot Medical Landmark Detection
    2022/03/03 by Qingsong Yao, Huang, Zhen, Yao, Qingsong +10 · 1 citation
    Dentistry · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Dental Radiography and Imaging #FOS: Computer and information sciences #Hip disorders and treatments #Musculoskeletal Disorders and Rehabilitation
  32. Learning Incrementally to Segment Multiple Organs in a CT Image
    2022/03/04 by Pengbo Liu, Xia Wang, Liu, Pengbo +21 · 1 citation
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  33. Hi-End-MAE: Hierarchical encoder-driven masked autoencoders are stronger vision learners for medical image segmentation
    2025/02/12 by Fenghe Tang, Qingsong Yao, Tang, Fenghe +9 · 5 citations
    Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging
  34. DA-VSR: Domain Adaptable Volumetric Super-Resolution For Medical Images
    2022/10/11 by Peng Cheng, Peng, Cheng, S. Kevin Zhou +3 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  35. FedFTN: Personalized Federated Learning with Deep Feature Transformation Network for Multi-institutional Low-count PET Denoising
    2023/04/02 by Bo Zhou, Huidong Xie, Zhou, Bo +22 · 1 citation
    Engineering · Medicine · #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  36. Harmonizing Light and Darkness: A Symphony of Prior-guided Data Synthesis and Adaptive Focus for Nighttime Flare Removal
    2024/03/30 by Lishen Qu, Qu, Lishen, S. Kevin Zhou +9 · 2 citations
    Energy · #Oil, Gas, and Environmental Issues
  37. A General Knowledge Injection Framework for ICD Coding
    2025/05/24 by Xu Zhang, Zhang, Xu, Kun Zhang +11 · 2 citations
    Computer Science · #Advanced Data Compression Techniques #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  38. Table2LaTeX-RL: High-Fidelity LaTeX Code Generation from Table Images via Reinforced Multimodal Language Models
    2025/09/22 by Jun Ling, Ling, Jun, Qi Yao +19 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
  39. Play like a Vertex: A Stackelberg Game Approach for Streaming Graph Partitioning
    2024/02/28 by Zezhong Ding, Ding, Zezhong, Yongan Xiang +7 · 1 citation
    Engineering · Computer Science · #Scheduling and Optimization Algorithms #Graph Theory and Algorithms #Optimization and Search Problems
  40. UniF2ace: A Unified Fine-grained Face Understanding and Generation Model
    2025/03/11 by Jiaoqun Li, S. Kevin Zhou, Li, Junzhe +17 · 2 citations
    Computer Science · #Face recognition and analysis #Face and Expression Recognition