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Shen, Dinggang

  1. Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
    2018/11/05 by Bakas, Spyridon, Reyes, Mauricio, Jakab, Andras +421 · 53 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. Evaluation of OpenAI o1: Opportunities and Challenges of AGI
    2024/09/27 by Tianyang Zhong, Zhengliang Liu, Zhong, Tianyang +158 · 1 voice · 31 citations
    Computer Science · #Image Retrieval and Classification Techniques #cs.CL
  3. DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4
    2023/03/20 by Zhengliang Liu, Yue Huang, Liu, Zhengliang +33 · 1 voice · 12 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling #cs.CL #cs.CY
  4. AugGPT: Leveraging ChatGPT for Text Data Augmentation
    2023/02/25 by Haixing Dai, Zhengliang Liu, Dai, Haixing +30 · 26 citations
    Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #COVID-19 diagnosis using AI
  5. Medical Image Synthesis with Context-Aware Generative Adversarial Networks
    2016/12/16 by Nie, Dong, Trullo, Roger, Petitjean, Caroline +2 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. Review of Large Vision Models and Visual Prompt Engineering
    2023/07/03 by Jiaqi Wang, Wang, Jiaqi, Zhengliang Liu +39 · 13 citations
    Computer Science · Engineering · #Visual Attention and Saliency Detection #Image Processing Techniques and Applications #CCD and CMOS Imaging Sensors
  7. A Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks
    2024/08/02 by Jiaqi Wang, Hanqi Jiang, Wang, Jiaqi +44 · 20 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  8. DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task
    2023/04/03 by Honglin Xiong, Sheng Wang, Xiong, Honglin +13 · 11 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
  9. Spherical U-Net on Cortical Surfaces: Methods and Applications
    2019/04/01 by Fenqiang Zhao, Shunren Xia, Zhao, Fenqiang +15 · 6 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
  10. ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models
    2023/02/14 by Sheng Wang, Zihao Zhao, Wang, Sheng +7 · 10 citations
    Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #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
  11. 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
  12. Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity
    2018/04/28 by Cao, Xiaohuan, Yang, Jianhua, Wang, Li +3 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Prompt Engineering for Healthcare: Methodologies and Applications
    2023/04/28 by Jiaqi Wang, Enze Shi, Wang, Jiaqi +41 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Topic Modeling
  14. BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks
    2018/02/13 by Jingfan Fan, Fan, Jingfan, Xiaohuan Cao +5 · 4 citations
    Computer Science · Neuroscience · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #Brain Tumor Detection and Classification
  15. MeLo: Low-rank Adaptation is Better than Fine-tuning for Medical Image Diagnosis
    2023/11/14 by Yitao Zhu, Zhu, Yitao, Zhenrong Shen +13 · 6 citations
    Computer Science · #AI in cancer detection #Medical Image Segmentation Techniques #Advanced Neural Network Applications
  16. 3D MedDiffusion: A 3D Medical Latent Diffusion Model for Controllable and High-quality Medical Image Generation
    2024/12/17 by Haoshen Wang, Zhentao Liu, Wang, Haoshen +9 · 9 citations
    Computer Science · #AI in cancer detection #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 Image Segmentation Techniques #electronic engineering #information engineering
  17. Transformers in Medical Image Analysis: A Review
    2022/02/24 by He, Kelei, Gan, Chen, Li, Zhuoyuan +7 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivity
    2022/09/22 by Liu, Mianxin, Zhang, Han, Shi, Feng +1 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Neurons and Cognition (q-bio.NC) #electronic engineering #information engineering
  19. Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning
    2022/05/25 by Chong Ma, Ma, Chong, Lin Zhao +33 · 3 citations
    Computer Science · Medicine · #68T07 #68T10 #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #I.4.9 #I.5.2 #J.6
  20. Contrastive Diffusion Model with Auxiliary Guidance for Coarse-to-Fine PET Reconstruction
    2023/08/20 by Zeyu Han, Han, Zeyu, Yuhan Wang +13 · 4 citations
    Medicine · #Advanced MRI Techniques and Applications #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 #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  21. Joint and Individual Component Regression
    2022/09/26 by Peiyao Wang, Haodong Wang, Wang, Peiyao +7 · 3 citations
    Computer Science · Mathematics · #Applications (stat.AP) #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Face and Expression Recognition #Methodology (stat.ME) #Survey Sampling and Estimation Techniques
  22. SNAF: Sparse-view CBCT Reconstruction with Neural Attenuation Fields
    2022/11/30 by Yu Fang, Fang, Yu, Lanzhuju Mei +11 · 3 citations
    Dentistry · Medicine · Physics and Astronomy · #Advanced Radiotherapy Techniques #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 Techniques and Applications #electronic engineering #information engineering
  23. 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
  24. Multi-View Vertebra Localization and Identification from CT Images
    2023/07/24 by Han Wu, Jiadong Zhang, Wu, Han +11 · 3 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
  25. ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation
    2024/02/03 by Zihan Li, Li, Zihan, Zheng Yuan +15 · 3 citations
    Computer Science · Neuroscience · #AI in cancer detection #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. Forecasting Human Trajectory from Scene History
    2022/10/17 by Mancheng Meng, Meng, Mancheng, Ziyan Wu +11 · 2 citations
    Computer Science · #Video Surveillance and Tracking Methods #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications
  27. When Brain-inspired AI Meets AGI
    2023/03/28 by Lin Zhao, Zhao, Lin, Lu Zhang +25 · 2 citations
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Neural Networks and Applications
  28. Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning
    2024/03/19 by Ma, Chong, Jiang, Hanqi, Chen, Wenting +10 · 3 citations
    #68T07 #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.0 #I.4.0 #I.5.4 #I.7.0
  29. Learning Discriminative Bayesian Networks from High-dimensional Continuous Neuroimaging Data
    2015/06/23 by Zhou, Luping, Wang, Lei, Liu, Lingqiao +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  30. Domain Generalization for Mammographic Image Analysis with Contrastive Learning
    2023/04/20 by Zheren Li, Zhiming Cui, Li, Zheren +23 · 2 citations
    Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #COVID-19 diagnosis using AI
  31. Potential of Multimodal Large Language Models for Data Mining of Medical Images and Free-text Reports
    2024/07/08 by Yutong Zhang, Zhang, Yutong, Yi Pan +25 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #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 #Topic Modeling #electronic engineering #information engineering
  32. Deep CNN ensembles and suggestive annotations for infant brain MRI\n segmentation
    2017/12/14 by José Dolz, Christian Desrosiers, Dolz, Jose +9 · 1 citation
    Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Neonatal and fetal brain pathology
  33. Radiology-Llama2: Best-in-Class Large Language Model for Radiology
    2023/08/29 by Zhengliang Liu, Liu, Zhengliang, Yiwei Li +39 · 2 citations
    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
  34. 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
  35. Towards General Text-guided Image Synthesis for Customized Multimodal Brain MRI Generation
    2024/09/25 by Wang, Yulin, Xiong, Honglin, Sun, Kaicong +7 · 3 citations
    #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
  36. TSGCNet: Discriminative Geometric Feature Learning with Two-Stream GraphConvolutional Network for 3D Dental Model Segmentation
    2020/12/26 by Lingming Zhang, Yue Zhao, Zhang, Lingming +13 · 1 citation
    Dentistry · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #Dental Radiography and Imaging #FOS: Computer and information sciences #Orthodontics and Dentofacial Orthopedics
  37. LoCI-DiffCom: Longitudinal Consistency-Informed Diffusion Model for 3D Infant Brain Image Completion
    2024/05/17 by Zihao Zhu, Zhu, Zihao, Tianli Tao +23 · 2 citations
    Medicine · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #MRI in cancer diagnosis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  38. A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning
    2021/02/07 by Li, Zekun, Zhao, Wei, Shi, Feng +9 · 1 citation
    #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
  39. 3D Vessel Reconstruction from Sparse-View Dynamic DSA Images via Vessel Probability Guided Attenuation Learning
    2024/05/17 by Liu, Zhentao, Zhao, Huangxuan, Qin, Wenhui +7 · 2 citations
    #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
  40. Image Synthesis with Disentangled Attributes for Chest X-Ray Nodule Augmentation and Detection
    2022/07/19 by Zhenrong Shen, Xi Ouyang, Shen, Zhenrong +9 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #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
  41. Rectify ViT Shortcut Learning by Visual Saliency
    2022/06/17 by Chong Ma, Lin Zhao, Ma, Chong +17 · 1 citation
    Computer Science · #68T07 #68T10 #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #I.4.9 #I.5.2 #J.6 #Visual Attention and Saliency Detection
  42. A Novel Unified Conditional Score-based Generative Framework for Multi-modal Medical Image Completion
    2022/07/07 by Xiangxi Meng, Meng, Xiangxi, Yuning Gu +15 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #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) #Multimodal Machine Learning Applications #electronic engineering #information engineering
  43. Learning Better Contrastive View from Radiologist's Gaze
    2023/05/15 by Sheng Wang, Wang, Sheng, Zixu Zhuang +15 · 1 citation
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging #Salivary Gland Tumors Diagnosis and Treatment
  44. TeethDreamer: 3D Teeth Reconstruction from Five Intra-oral Photographs
    2024/07/16 by Chenfan Xu, Xu, Chenfan, Zhentao Liu +15 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Dentistry · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Dental Radiography and Imaging #Digital Imaging in Medicine #FOS: Computer and information sciences #dental development and anomalies
  45. Spatial and Modal Optimal Transport for Fast Cross-Modal MRI Reconstruction
    2023/05/04 by Wang, Qi, Wen, Zhijie, Shi, Jun +3 · 1 citation
    #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
  46. TriDo-Former: A Triple-Domain Transformer for Direct PET Reconstruction from Low-Dose Sinograms
    2023/08/10 by Cui, Jiaqi, Zeng, Pinxian, Zeng, Xinyi +5 · 1 citation
    #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
  47. ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data
    2023/10/08 by Tianyang Zhong, Wei Zhao, Zhong, Tianyang +81 · 1 citation
    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 in Healthcare #Topic Modeling
  48. Evaluating Large Language Models for Radiology Natural Language Processing
    2023/07/25 by Zhengliang Liu, Liu, Zhengliang, Tianyang Zhong +88 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
  49. 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)
  50. Mining Gaze for Contrastive Learning toward Computer-Assisted Diagnosis
    2023/12/11 by Zihao Zhao, Sheng Wang, Zhao, Zihao +5 · 2 citations
    Computer Science · #Gaze Tracking and Assistive Technology #Multimodal Machine Learning Applications #Image Retrieval and Classification Techniques
  51. Semantic-guided Encoder Feature Learning for Blurry Boundary Delineation
    2019/06/10 by Dong Nie, Dinggang Shen, Nie, Dong +1 · 1 citation
    Computer Science · Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
  52. Knowledge-Guided Prompt Learning for Lifespan Brain MR Image Segmentation
    2024/07/31 by Lin Teng, Teng, Lin, Zihao Zhao +11 · 1 citation
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #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 #electronic engineering #information engineering
  53. A Progressive Single-Modality to Multi-Modality Classification Framework for Alzheimer's Disease Sub-type Diagnosis
    2024/07/26 by Liu, Yuxiao, Liu, Mianxin, Zhang, Yuanwang +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  54. Learning Interpretable Representations Leads to Semantically Faithful EEG-to-Text Generation
    2025/05/21 by Liu, Xiaozhao, Shen, Dinggang, Liu, Xihui · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  55. Hypergraph Learning for Identification of COVID-19 with CT Imaging
    2020/05/07 by Donglin Di, Di, Donglin, Feng Shi +27 · 1 citation
    Medicine · #COVID-19 diagnosis using AI #Radiomics and Machine Learning in Medical Imaging #COVID-19 Clinical Research Studies
  56. Severity Assessment of Coronavirus Disease 2019 (COVID-19) Using Quantitative Features from Chest CT Images
    2020/03/26 by Zhenyu Tang, Wei Zhao, Tang, Zhenyu +11 · 3 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