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Dinggang Shen

  1. Evaluation of OpenAI o1: Opportunities and Challenges of AGI
    2024/09/27 by Tianyang Zhong, Zhong, Tianyang, Zhengliang Liu +158 · 1 voice · 34 citations
    Computer Science · #Image Retrieval and Classification Techniques #cs.CL
  2. DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4
    2023/03/20 by Zhengliang Liu, Liu, Zhengliang, Yue Huang +33 · 1 voice · 13 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling #cs.CL #cs.CY
  3. The UNC/UMN Baby Connectome Project (BCP): An overview of the study design and protocol development
    2018/03/22 by Brittany R. Howell, Brittany Howell, Martin Styner +20 · 22 citations
    Medicine · Psychology · #Infant Development and Preterm Care #Language Development and Disorders #Neonatal and fetal brain pathology
  4. AugGPT: Leveraging ChatGPT for Text Data Augmentation
    2023/02/25 by Haixing Dai, Dai, Haixing, Zhengliang Liu +30 · 27 citations
    Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #COVID-19 diagnosis using AI
  5. A fully automatic AI system for tooth and alveolar bone segmentation from cone-beam CT images
    2022/04/19 by Zhiming Cui, Yu Fang, Lanzhuju Mei +13 · 12 citations
    Computer Science · Dentistry · Medicine · #AI in cancer detection #Dental Radiography and Imaging #Medical Imaging Techniques and Applications
  6. Review of Large Vision Models and Visual Prompt Engineering
    2023/07/03 by Jiaqi Wang, Zhengliang Liu, Wang, Jiaqi +39 · 14 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, Wang, Jiaqi, Hanqi Jiang +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. ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models
    2023/02/14 by Sheng Wang, Wang, Sheng, Zihao Zhao +7 · 11 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
  10. Spherical U-Net on Cortical Surfaces: Methods and Applications
    2019/04/01 by Fenqiang Zhao, Zhao, Fenqiang, Shunren Xia +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
  11. First-year development of modules and hubs in infant brain functional networks
    2018/10/10 by Xuyun Wen, Han Zhang, Gang Li +5 · 7 citations
    Neuroscience · Medicine · #Functional Brain Connectivity Studies #Neural dynamics and brain function #Advanced Neuroimaging Techniques and Applications
  12. Cross-level Feature Aggregation Network for Polyp Segmentation
    2023/03/26 by Tao Zhou, Yi Zhou, Kelei He +4 · 9 citations
    Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #COVID-19 diagnosis using AI
  13. Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI
    2020/04/01 by Chunfeng Lian, Mingxia Liu, Jun Zhang +1 · 5 citations
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. Contrastive Diffusion Model with Auxiliary Guidance for Coarse-to-Fine PET Reconstruction
    2023/08/20 by Zeyu Han, Yuhan Wang, Han, Zeyu +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
  20. Joint and Individual Component Regression
    2022/09/26 by Peiyao Wang, Wang, Peiyao, Haodong Wang +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
  21. SNAF: Sparse-view CBCT Reconstruction with Neural Attenuation Fields
    2022/11/30 by Yu Fang, Lanzhuju Mei, Fang, Yu +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
  22. ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation
    2024/02/03 by Zihan Li, Zheng Yuan, Li, Zihan +15 · 4 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)
  23. When Brain-inspired AI Meets AGI
    2023/03/28 by Lin Zhao, Zhao, Lin, Lu Zhang +25 · 3 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
  24. Multi-View Vertebra Localization and Identification from CT Images
    2023/07/24 by Han Wu, Wu, Han, Jiadong Zhang +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. 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
  26. Spatial and Modal Optimal Transport for Fast Cross-Modal MRI Reconstruction
    2023/05/04 by Qi Wang, Wang, Qi, Zhijie Wen +9 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
  27. Deep attentive spatio-temporal feature learning for automatic resting-state fMRI denoising
    2022/03/22 by Keun-Soo Heo, Dong-Hee Shin, Sheng-Che Hung +6 · 2 citations
    Neuroscience · Medicine · #Functional Brain Connectivity Studies #Neural dynamics and brain function #Advanced MRI Techniques and Applications
  28. Domain Generalization for Mammographic Image Analysis with Contrastive Learning
    2023/04/20 by Zheren Li, Li, Zheren, Zhiming Cui +23 · 2 citations
    Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #COVID-19 diagnosis using AI
  29. Potential of Multimodal Large Language Models for Data Mining of Medical Images and Free-text Reports
    2024/07/08 by Yutong Zhang, Yi Pan, Zhang, Yutong +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
  30. Deep CNN ensembles and suggestive annotations for infant brain MRI\n segmentation
    2017/12/14 by José Dolz, Dolz, Jose, Christian Desrosiers +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
  31. Radiology-Llama2: Best-in-Class Large Language Model for Radiology
    2023/08/29 by Zhengliang Liu, Yiwei Li, Liu, Zhengliang +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
  32. Holistic Evaluation of GPT-4V for Biomedical Imaging
    2023/11/10 by Zhengliang Liu, Hanqi Jiang, Liu, Zhengliang +97 · 2 citations
    Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #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
  33. Towards General Text-guided Image Synthesis for Customized Multimodal Brain MRI Generation
    2024/09/25 by Yulin Wang, Wang, Yulin, Honglin Xiong +17 · 3 citations
    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 Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Robotics and Automated Systems #electronic engineering #information engineering
  34. 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
  35. 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
  36. Image Synthesis with Disentangled Attributes for Chest X-Ray Nodule Augmentation and Detection
    2022/07/19 by Zhenrong Shen, Shen, Zhenrong, Xi Ouyang +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
  37. 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
  38. 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
  39. Learning Better Contrastive View from Radiologist's Gaze
    2023/05/15 by Sheng Wang, Zixu Zhuang, Wang, Sheng +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
  40. 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
  41. Severity Assessment of Coronavirus Disease 2019 (COVID-19) Using Quantitative Features from Chest CT Images
    2020/03/26 by Zhenyu Tang, Tang, Zhenyu, Wei Zhao +11 · 5 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
  42. 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, Zhong, Tianyang, Wei Zhao +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
  43. Evaluating Large Language Models for Radiology Natural Language Processing
    2023/07/25 by Zhengliang Liu, Tianyang Zhong, Liu, Zhengliang +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
  44. 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
  45. Semantic-guided Encoder Feature Learning for Blurry Boundary Delineation
    2019/06/10 by Dong Nie, Nie, Dong, Dinggang Shen +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
  46. Knowledge-Guided Prompt Learning for Lifespan Brain MR Image Segmentation
    2024/07/31 by Lin Teng, Zihao Zhao, Teng, Lin +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
  47. 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
  48. An adaptive AI-based virtual reality sports system for adolescents with excess body weight: a randomized controlled trial
    2025/06/23 by Jihong Wang, Yiming Qin, Qian Wu +84 · 2 voices · 1 citation
    Medicine · Health Professions · #Physical Activity and Health #Cardiovascular and exercise physiology #Mobile Health and mHealth Applications