Lequan Yu

1. Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation
   2019/07/16 by Lequan Yu, Shujun Wang, Yu, Lequan +7 · 53 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Medical Image Segmentation Techniques
2. PU-Net: Point Cloud Upsampling Network
   2018/01/21 by Lequan Yu, Xianzhi Li, Yu, Lequan +7 · 29 citations
   Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
3. nnFormer: Interleaved Transformer for Volumetric Segmentation
   2021/09/07 by Hong-Yu Zhou, Zhou, Hong-Yu, Jiansen Guo +9 · 36 citations
   Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
4. Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning
   2022/10/12 by Fuying Wang, Wang, Fuying, Yuyin Zhou +7 · 33 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research
5. nnFormer: Volumetric Medical Image Segmentation via a 3D Transformer
   2023/01/01 by Hong-Yu Zhou, Jiansen Guo, Yinghao Zhang +4 · 31 citations
   Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
6. Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining
   2024/02/05 by Jiarun Liu, Hao Yang, Liu, Jiarun +19 · 38 citations
   Engineering · #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) #Vehicle License Plate Recognition #electronic engineering #information engineering
7. Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks
   2016/02/11 by Qi Dou, Hao Chen, Lequan Yu +8 · 19 citations
   Medicine · Neuroscience · #Intracerebral and Subarachnoid Hemorrhage Research #Acute Ischemic Stroke Management #Brain Tumor Detection and Classification
8. Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation
   2019/02/28 by Xiaomeng Li, Lequan Yu, Li, Xiaomeng +9 · 9 citations
   Computer Science · Engineering · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Retinal Imaging and Analysis
9. 3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training
   2018/11/29 by Yingda Xia, Fengze Liu, Xia, Yingda +15 · 8 citations
   Computer Science · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
10. Deep Sinogram Completion with Image Prior for Metal Artifact Reduction in CT Images
    2020/09/16 by Lequan Yu, Yu, Lequan, Zhicheng Zhang +5 · 8 citations
    Engineering · Medicine · #Advanced X-ray and CT Imaging #Medical Imaging Techniques and Applications #Radiation Dose and Imaging
11. NestedFormer: Nested Modality-Aware Transformer for Brain Tumor Segmentation
    2022/08/31 by Zhaohu Xing, Xing, Zhaohu, Lequan Yu +7 · 10 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #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) #electronic engineering #information engineering
12. EC-Net: an Edge-aware Point set Consolidation Network
    2018/07/16 by Lequan Yu, Xianzhi Li, Yu, Lequan +7 · 6 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
13. Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization
    2020/07/18 by Shujun Wang, Wang, Shujun, Lequan Yu +7 · 7 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
14. Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning
    2023/07/09 by Tsai Hor Chan, Chan, Tsai Hor, Fernando Julio Cendra +7 · 10 citations
    Computer Science · Medicine · #AI in cancer detection #Cervical Cancer and HPV Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
15. CANet: Cross-disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading
    2019/11/04 by Xiaomeng Li, Xiaowei Hu, Li, Xiaomeng +8 · 5 citations
    Medicine · #Retinal Imaging and Analysis #Retinal Diseases and Treatments #Acute Ischemic Stroke Management
16. Make-A-Volume: Leveraging Latent Diffusion Models for Cross-Modality 3D Brain MRI Synthesis
    2023/07/19 by Lingting Zhu, Zhu, Lingting, Zeyue Xue +11 · 8 citations
    Computer Science · Materials Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning in Materials Science #electronic engineering #information engineering
17. HERGen: Elevating Radiology Report Generation with Longitudinal Data
    2024/07/21 by Fuying Wang, S. X. Du, Wang, Fuying +3 · 11 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
18. 3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes
    2016/07/03 by Qi Dou, Hao Chen, Dou, Qi +9 · 6 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
19. EndoGS: Deformable Endoscopic Tissues Reconstruction with Gaussian Splatting
    2024/01/21 by Lingting Zhu, Zhu, Lingting, Zhao Wang +8 · 7 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Robotics and Sensor-Based Localization
20. MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery
    2022/12/29 by Duowen Chen, Yun Bai, Chen, Duowen +9 · 5 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging
21. ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis
    2023/08/25 by Yanyan Huang, Weiqin Zhao, Huang, Yanyan +9 · 6 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
22. VoxResNet: Deep Voxelwise Residual Networks for Volumetric Brain Segmentation
    2016/08/21 by Hao Chen, Qi Dou, Chen, Hao +5 · 7 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Medical Image Segmentation Techniques
23. Large Images are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian Splatting
    2025/02/13 by Lingting Zhu, Guying Lin, Zhu, Lingting +11 · 10 citations
    Computer Science · Engineering · #AI in cancer detection #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
24. Self-supervised Feature Learning via Exploiting Multi-modal Data for Retinal Disease Diagnosis
    2020/07/21 by Xiaomeng Li, Li, Xiaomeng, Mengyu Jia +7 · 3 citations
    Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Imaging and Analysis #Retinal and Optic Conditions
25. HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis
    2023/09/14 by Guo, Ziyu, Weiqin Zhao, Shujun Wang +4 · 5 citations
    Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Medical Image Segmentation Techniques
26. Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets
    2017/08/02 by Lequan Yu, Jie‐Zhi Cheng, Yu, Lequan +11 · 4 citations
    Computer Science · Medicine · #Advanced MRI Techniques and Applications #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
27. All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation
    2021/09/28 by Zhe Xu, Yixin Wang, Xu, Zhe +15 · 3 citations
    Computer Science · #Advanced Neural Network Applications #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) #Multimodal Machine Learning Applications #electronic engineering #information engineering
28. Semi-supervised Skin Lesion Segmentation via Transformation Consistent Self-ensembling Model
    2018/08/12 by Xiaomeng Li, Lequan Yu, Li, Xiaomeng +7 · 3 citations
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences
29. Patch-Based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation
    2019/11/01 by Shujun Wang, Lequan Yu, Xin Yang +2 · 2 citations
30. TransCT: Dual-path Transformer for Low Dose Computed Tomography
    2021/02/28 by Zhicheng Zhang, Zhang, Zhicheng, Lequan Yu +7 · 2 citations
    Medicine · Engineering · #Medical Imaging Techniques and Applications #Advanced X-ray and CT Imaging #Radiation Dose and Imaging
31. MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks
    2025/05/18 by Yinghao Zhu, Zhu, Yinghao, Zhichao He +15 · 10 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Multiagent Systems (cs.MA) #Topic Modeling
32. cDP-MIL: Robust Multiple Instance Learning via Cascaded Dirichlet Process
    2024/07/16 by Yihang Chen, Chen, Yihang, Tsai Hor Chan +7 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Text and Document Classification Technologies
33. Generative Enhancement for 3D Medical Images
    2024/03/19 by Lingting Zhu, Zhu, Lingting, Noel Codella +9 · 3 citations
    Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
34. HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation
    2021/09/13 by Yijun Yang, Yang, Yijun, Shujun Wang +5 · 2 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Medical Image Segmentation Techniques #COVID-19 diagnosis using AI
35. Cheap Lunch for Medical Image Segmentation by Fine-tuning SAM on Few Exemplars
    2023/08/27 by Weijia Feng, Lingting Zhu, Feng, Weijia +3 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Medical Image Segmentation Techniques
36. Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement
    2024/11/15 by Yanyan Huang, Weiqin Zhao, Huang, Yanyan +7 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
37. Proxy-Tuning: Tailoring Multimodal Autoregressive Models for Subject-Driven Image Generation
    2025/03/13 by Yi Wu, Wu, Yi, Qian, Shengju +12 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimedia (cs.MM) #Multimodal Machine Learning Applications
38. Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis
    2024/11/27 by Weiqin Zhao, Ziyu Guo, Zhao, Weiqin +9 · 3 citations
    Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
39. A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
    2025/08/28 by Mingjun Hu, Chenglong Ma, Hu, Ming +214 · 9 citations
    Computer Science · Materials Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
40. MCIBI++: Soft Mining Contextual Information Beyond Image for Semantic Segmentation
    2022/09/09 by Zhenchao Jin, Jin, Zhenchao, Dongdong Yu +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
41. CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis
    2024/11/01 by Fuying Wang, Wang, Fuying, Feng Chung Wu +4 · 2 citations
    Computer Science · #Machine Learning in Healthcare #Time Series Analysis and Forecasting #Topic Modeling
42. Memory-Efficient Prompt Tuning for Incremental Histopathology Classification
    2024/01/22 by Yu Zhu, Zhu, Yu, Kang Li +5 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Cervical Cancer and HPV Research #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences
43. Multi-task Heterogeneous Graph Learning on Electronic Health Records
    2024/08/14 by Tsai Hor Chan, Guosheng Yin, Chan, Tsai Hor +5 · 1 citation
    Computer Science · Health Professions · #Machine Learning in Healthcare #Artificial Intelligence in Healthcare #Text and Document Classification Technologies
44. Completed Feature Disentanglement Learning for Multimodal MRIs Analysis
    2024/07/06 by Tianling Liu, Hongying Liu, Liu, Tianling +9 · 1 citation
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Image Processing and 3D Reconstruction #Traditional Chinese Medicine Studies
45. From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining
    2025/06/11 by Wang, Fuying, Jiacheng Xu, Xu, Jiacheng +2 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Atrial Fibrillation Management and Outcomes #ECG Monitoring and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning in Healthcare #Signal Processing (eess.SP) #electronic engineering #information engineering
46. HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research
    2025/08/04 by Yinghao Zhu, Yue Qi, Zhu, Yinghao +18 · 4 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
47. StyleAR: Customizing Multimodal Autoregressive Model for Style-Aligned Text-to-Image Generation
    2025/05/26 by Yi Shuan Shirley Wu, Wu, Yi, Lingting Zhu +10 · 3 citations
    Engineering · #Human Motion and Animation
48. SciFigQual-Bench: A Benchmark for Scientific Figure Quality Assessment with Full-Manuscript Context
    2026/07/29 by Zihan Deng, Chuanzhi Xu, Huiqi Liang +3
    Computer Science · #cs.AI #cs.CV