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Li, Quanzheng

  1. DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4
    2023/03/20 by Zhengliang Liu, Yue Huang, Liu, Zhengliang +33 · 1 voice · 10 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling #cs.CL #cs.CY
  2. Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations
    2017/10/27 by Lu, Yiping, Zhong, Aoxiao, Li, Quanzheng +1 · 14 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  3. AugGPT: Leveraging ChatGPT for Text Data Augmentation
    2023/02/25 by Haixing Dai, Dai, Haixing, Zhengliang Liu +30 · 23 citations
    Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #COVID-19 diagnosis using AI
  4. MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation
    2023/09/16 by Cheng Chen, Juzheng Miao, Chen, Cheng +23 · 16 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
  5. PET image denoising based on denoising diffusion probabilistic models
    2022/09/13 by Kuang Gong, Gong, Kuang, Keith A. Johnson +7 · 13 citations
    Medicine · Computer Science · #Medical Imaging Techniques and Applications #Image and Signal Denoising Methods #Radiomics and Machine Learning in Medical Imaging
  6. Measurement-conditioned Denoising Diffusion Probabilistic Model for Under-sampled Medical Image Reconstruction
    2022/03/05 by Yutong Xie, Quanzheng Li, Xie, Yutong +1 · 9 citations
    Medicine · Computer Science · #Medical Imaging Techniques and Applications #Advanced MRI Techniques and Applications #Image and Signal Denoising Methods
  7. Radiology-GPT: A Large Language Model for Radiology
    2023/06/14 by Liu, Zhengliang, Zhong, Aoxiao, Li, Yiwei +17 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  8. LogParser-LLM: Advancing Efficient Log Parsing with Large Language Models
    2024/08/25 by Zhong, Aoxiao, Mo, Dengyao, Liu, Guiyang +6 · 8 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  9. PolicyGPT: Automated Analysis of Privacy Policies with Large Language Models
    2023/09/19 by Chenhao Tang, Zhengliang Liu, Tang, Chenhao +19 · 5 citations
    Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection
  10. Iterative PET Image Reconstruction Using Convolutional Neural Network Representation
    2017/10/09 by Gong, Kuang, Guan, Jiahui, Kim, Kyungsang +4 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Medical Physics (physics.med-ph)
  11. MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering
    2023/09/27 by Yucheng Shi, Shi, Yucheng, Shaochen Xu +11 · 5 citations
    Computer Science · #Topic Modeling #Machine Learning in Healthcare
  12. Hallucination Index: An Image Quality Metric for Generative Reconstruction Models
    2024/07/17 by Matthew Tivnan, Tivnan, Matthew, Siyeop Yoon +9 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Neuroscience · #Cell Image Analysis Techniques #FOS: Electrical engineering #FOS: Physical sciences #Hallucinations in medical conditions #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
  13. Biomedical Visual Instruction Tuning with Clinician Preference Alignment
    2024/06/19 by Cui, Hejie, Mao, Lingjun, Liang, Xin +5 · 6 citations
    #68T05 #68T07 #68T09 #68T37 #68T45 #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.2.6 #I.2.7 #Machine Learning (cs.LG)
  14. Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation
    2024/07/07 by Juzheng Miao, Miao, Juzheng, Cheng Chen +9 · 6 citations
    Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills
    2025/12/18 by Pengcheng Jiang, Jiacheng Lin, Jiang, Pengcheng +67 · 5 voices · 2 citations
    Computer Science · #AI-based Problem Solving and Planning #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #cs.AI #cs.CL
  16. SAMAug: Point Prompt Augmentation for Segment Anything Model
    2023/07/03 by Haixing Dai, Chong Ma, Dai, Haixing +26 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Visual Attention and Saliency Detection
  17. Spach Transformer: Spatial and Channel-wise Transformer Based on Local and Global Self-attentions for PET Image Denoising
    2022/09/07 by Se‐In Jang, Tinsu Pan, Jang, Se-In +11 · 3 citations
    Medicine · Physics and Astronomy · #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 #Radiation Detection and Scintillator Technologies #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  18. A Cascaded Convolutional Neural Network for X-ray Low-dose CT Image Denoising
    2017/05/11 by Dufan Wu, Kyung Sang Kim, Wu, Dufan +5 · 2 citations
    Medicine · Computer Science · Engineering · #Medical Imaging Techniques and Applications #Image and Signal Denoising Methods #Advanced X-ray and CT Imaging
  19. Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task
    2023/04/18 by Wu, Zihao, Zhang, Lu, Cao, Chao +12 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  20. Biomedical SAM 2: Segment Anything in Biomedical Images and Videos
    2024/08/06 by Zhiling Yan, Weixiang Sun, Yan, Zhiling +19 · 5 citations
    Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. A projected semismooth Newton method for a class of nonconvex composite programs with strong prox-regularity
    2023/03/09 by Jiang Hu, Hu, Jiang, Kangkang Deng +5 · 3 citations
    Computer Science · Mathematics · Medicine · #Advanced Optimization Algorithms Research #FOS: Mathematics #Intraoperative Neuromonitoring and Anesthetic Effects #Optimization and Control (math.OC) #Optimization and Variational Analysis
  22. Direct Reconstruction of Linear Parametric Images from Dynamic PET Using Nonlocal Deep Image Prior
    2021/06/18 by Gong, Kuang, Catana, Ciprian, Qi, Jinyi +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
  23. Implicit Image-to-Image Schrodinger Bridge for Image Restoration
    2024/03/10 by Yuang Wang, Wang, Yuang, Siyeop Yoon +18 · 3 citations
    Medicine · Physics and Astronomy · #Advanced Radiotherapy Techniques #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
  24. Diffusion Model for Generative Image Denoising
    2023/02/05 by Yutong Xie, Xie, Yutong, Minne Yuan +5 · 2 citations
    Computer Science · Engineering · #Image and Signal Denoising Methods #Image Processing Techniques and Applications #Medical Image Segmentation Techniques
  25. Bora: Biomedical Generalist Video Generation Model
    2024/07/12 by W.P. Sun, Xiaocao You, Sun, Weixiang +13 · 4 citations
    Computer Science · #Computational Physics and Python 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 Healthcare #electronic engineering #information engineering
  26. Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting
    2024/03/11 by Wenting Chen, Chen, Wenting, Pengyu Wang +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
  27. EchoFM: Foundation Model for Generalizable Echocardiogram Analysis
    2024/10/30 by Kim, Sekeun, Pengfei Jin, Jin, Pengfei +13 · 4 citations
    Medicine · #Cardiovascular Function and Risk Factors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. Enhancing LLMs for Impression Generation in Radiology Reports through a Multi-Agent System
    2024/12/06 by Fang Zeng, Zhiliang Lyu, Zeng, Fang +5 · 4 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Semantic Web and Ontologies #Biomedical Text Mining and Ontologies #Topic Modeling
  29. Consensus Neural Network for Medical Imaging Denoising with Only Noisy Training Samples
    2019/06/09 by Dufan Wu, Wu, Dufan, Kuang Gong +5 · 2 citations
    Medicine · Computer Science · #Medical Imaging Techniques and Applications #Image and Signal Denoising Methods #Advanced MRI Techniques and Applications
  30. Towards a general-purpose foundation model for fMRI analysis
    2025/06/11 by Cheng Wang, Yu Jiang, Wang, Cheng +32 · 8 citations
    Neuroscience · #Functional Brain Connectivity Studies
  31. Holistic Evaluation of GPT-4V for Biomedical Imaging
    2023/11/10 by Liu, Zhengliang, Jiang, Hanqi, Zhong, Tianyang +47 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  32. MediViSTA: Medical Video Segmentation via Temporal Fusion SAM Adaptation for Echocardiography
    2023/09/24 by Sekeun Kim, Kim, Sekeun, Cheng Chen +20 · 2 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  33. ECHOPulse: ECG controlled echocardio-grams video generation
    2024/10/04 by Yiwei Li, Li, Yiwei, Zihao Wu +16 · 3 citations
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #ECG Monitoring and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  34. Penalized-likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding
    2019/12/16 by Xie, Nuobei, Gong, Kuang, Guo, Ning +4 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
  35. BEFD: Boundary Enhancement and Feature Denoising for Vessel Segmentation
    2021/04/08 by Mo Zhang, Fei Yu, Zhang, Mo +7 · 1 citation
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Retinal Imaging and Analysis #electronic engineering #information engineering
  36. FM-OSD: Foundation Model-Enabled One-Shot Detection of Anatomical Landmarks
    2024/07/07 by Juzheng Miao, Miao, Juzheng, Cheng Chen +9 · 2 citations
    Dentistry · Engineering · #Advanced X-ray and CT Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Dental Radiography and Imaging #FOS: Computer and information sciences #Medical Imaging and Analysis
  37. SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering?
    2025/02/18 by Yucheng Shi, Tianze Yang, Shi, Yucheng +10 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Theory (cs.IT) #Topic Modeling
  38. SAMed-2: Selective Memory Enhanced Medical Segment Anything Model
    2025/07/04 by Yan, Zhiling, Song, Sifan, Song, Dingjie +11 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. A Graph Gaussian Embedding Method for Predicting Alzheimer's Disease Progression with MEG Brain Networks
    2020/05/08 by Mengjia Xu, David López Sanz, Xu, Mengjia +9 · 1 citation
    Environmental Science · Neuroscience · Psychology · #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Health, Environment, Cognitive Aging #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mental Health Research Topics #Neurons and Cognition (q-bio.NC) #Signal Processing (eess.SP) #electronic engineering #information engineering
  40. Dealing with All-stage Missing Modality: Towards A Universal Model with Robust Reconstruction and Personalization
    2024/06/04 by Zhao, Yunpeng, Chen, Cheng, Pang, Qing You +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  41. Decentralized Riemannian natural gradient methods with Kronecker-product approximations
    2023/03/16 by Hu, Jiang, Deng, Kangkang, Li, Na +1 · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
  42. Segment Anything Model (SAM) for Radiation Oncology
    2023/06/20 by Zhang, Lian, Liu, Zhengliang, Zhang, Lu +10 · 1 citation
    #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) #electronic engineering #information engineering
  43. Nuclear Medicine AI in Action: The Bethesda Report (AI Summit 2024)
    2024/06/03 by Rahmim, Arman, Bradshaw, Tyler J., Davidzon, Guido +10 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Medical Physics (physics.med-ph)
  44. Radiology-Llama2: Best-in-Class Large Language Model for Radiology
    2023/08/29 by Zhengliang Liu, Yiwei Li, Liu, Zhengliang +39 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  45. Artificial General Intelligence for Radiation Oncology
    2023/09/05 by Liu, Chenbin, Liu, Zhengliang, Holmes, Jason +14 · 1 citation
    #FOS: Physical sciences #Medical Physics (physics.med-ph)
  46. Fine-Tuning Open-Source Large Language Models to Improve Their Performance on Radiation Oncology Tasks: A Feasibility Study to Investigate Their Potential Clinical Applications in Radiation Oncology
    2025/01/28 by P. Wang, Zhengliang Liu, Wang, Peilong +27 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Lung Cancer Diagnosis and Treatment #Medical Physics (physics.med-ph) #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
  47. Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction
    2024/03/11 by Qing Xiao, Siyeop Yoon, Xiao, Qing +15 · 1 citation
    Engineering · Neuroscience · #Brain Tumor Detection and Classification #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging and Analysis #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
  48. RadOnc-GPT: A Large Language Model for Radiation Oncology
    2023/09/18 by Zhengliang Liu, P. Wang, Liu, Zhengliang +27 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Medical Physics (physics.med-ph) #Natural Language Processing Techniques #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
  49. OWT: A Foundational Organ-Wise Tokenization Framework for Medical Imaging
    2025/05/08 by Sifan Song, Siyeop Yoon, Song, Sifan +22 · 1 citation
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  50. Towards Next-Generation Medical Agent: How o1 is Reshaping Decision-Making in Medical Scenarios
    2024/11/16 by Xu, Shaochen, Zhou, Yifan, Liu, Zhengliang +19 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  51. Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection
    2024/10/13 by Pengfei Jin, Jin, Pengfei, Peng Shu +15 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  52. An Ordinary Differential Equation Sampler with Stochastic Start for Diffusion Bridge Models
    2024/12/28 by Yuang Wang, Wang, Yuang, Pengfei Jin +9 · 1 citation
    Decision Sciences · #Probabilistic and Robust Engineering Design
  53. System-Embedded Diffusion Bridge Models
    2025/06/30 by Sobieski, Bartlomiej, Tivnan, Matthew, Wang, Yuang +5 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  54. Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data
    2025/02/19 by Shi, Yucheng, Li, Quanzheng, Sun, Jin +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)