Hai-Xing Dai

Most-cited papers

AugGPT: Leveraging ChatGPT for Text Data Augmentation
Hai-Xing Dai, Zheng Liu, Wenxiong Liao, Xiao-Ke Huang +15 more
2023IEEE Transactions on Big Data320 citations Open access
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Review of Large Vision Models and Visual Prompt Engineering
Jiaqi Wang, Zheng Liu, Lin Zhao, Zihao Wu +17 more
2023Meta-Radiology249 citations Open access
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DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4
Zheng-Long Liu, Yue Huang, Xiaowei Yu, Lu Zhang +10 more
2023arXiv.org249 citations Open access
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Large Language Models for Robotics: Opportunities, Challenges, and Perspectives
Jia-Qi Wang, Zihao Wu, Yi-Wei Li, Han-Qi Jiang +16 more
2024arXiv.org219 citations
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Prompt Engineering for Healthcare: Methodologies and Applications
Jiaqi Wang, En-Ze Shi, Sigang Yu, Zihao Wu +20 more
2023Meta-Radiology210 citations Open access
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Revolutionizing Finance with LLMs: An Overview of Applications and Insights
Hua-Qin Zhao, Zheng Liu, Zihao Wu, Yi-Wei Li +15 more
2024arXiv.org183 citations
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Evaluation of OpenAI o1: Opportunities and Challenges of AGI
Tianyang Zhong, Zheng Liu, Yi Pan, Yu-Tong Zhang +74 more
2024arXiv.org177 citations
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ChatAug: Leveraging ChatGPT for Text Data Augmentation
Hai-Xing Dai, Zheng Liu, Wenxiong Liao, Xiao-Ke Huang +11 more
2023arXiv.org146 citations Open access
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When Brain-inspired AI Meets AGI
Lin Zhao, Lu Zhang, Zihao Wu, Yu-Zhong Chen +10 more
2023Meta-Radiology128 citations Open access
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Radiology-GPT: A Large Language Model for Radiology
Zheng Liu, Yiwei Li, Peng Shu, Aoxiao Zhong +18 more
2023Meta-Radiology111 citations Open access
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Differentiating ChatGPT-Generated and Human-Written Medical Texts: Quantitative Study
Wenxiong Liao, Zheng Liu, Hai-Xing Dai, Shao-Chen Xu +8 more
2023JMIR Medical Education106 citations Open access
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Radiology-Llama2: Best-in-Class Large Language Model for Radiology
Zheng Liu, Yiwei Li, Peng Shu, Aoxiao Zhong +17 more
2023arXiv.org70 citations Open access
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Mask-guided BERT for Few Shot Text Classification
Wenxiong Liao, Zheng Liu, Hai-Xing Dai, Zihao Wu +12 more
2023Neurocomputing70 citations Open access
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SAMAug: Point Prompt Augmentation for Segment Anything Model
Hai-Xing Dai, Chong Ma, Zhiling Yan, Zheng Liu +13 more
2023arXiv.org67 citations Open access
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Artificial General Intelligence for Medical Imaging Analysis
Xiang Li, Lin Zhao, Lu Zhang, Zihao Wu +15 more
2023IEEE Reviews in Biomedical Engineering67 citations Open access
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Tailoring Large Language Models to Radiology: A Preliminary Approach to LLM Adaptation for a Highly Specialized Domain
Zheng Liu, Aoxiao Zhong, Yi-Wei Li, Long-Tao Yang +15 more
2023MLMI@MICCAI58 citations
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Exploring New Frontiers in Agricultural NLP: Investigating the Potential of Large Language Models for Food Applications
Saed Rezayi, Zheng Liu, Zihao Wu, Chandra Dhakal +7 more
2023IEEE Transactions on Big Data56 citations Open access
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Eye-Gaze-Guided Vision Transformer for Rectifying Shortcut Learning
Chong Ma, Lin Zhao, Yu-Zhong Chen, Lu Zhang +14 more
2022IEEE Transactions on Medical Imaging56 citations Open access
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Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task
Zihao Wu, Lu Zhang, C. Cao, Xiaowei Yu +12 more
2023IEEE Transactions on Big Data52 citations
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ClinicalRadioBERT: Knowledge-Infused Few Shot Learning for Clinical Notes Named Entity Recognition
Saed Rezayi, Hai-Xing Dai, Zheng-Long Liu, Zihao Wu +9 more
2022MLMI@MICCAI48 citations
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Surviving ChatGPT in healthcare
Zheng Liu, Lu Zhang, Zihao Wu, Xiaowei Yu +10 more
2024Frontiers in Radiology46 citations Open access
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AD-AutoGPT: An Autonomous GPT for Alzheimer's Disease Infodemiology
Hai-Xing Dai, Yiwei Li, Zheng Liu, Lin Zhao +13 more
2023arXiv.org44 citations Open access
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Segment Anything Model (SAM) for Radiation Oncology
Lian Zhang, Zheng Liu, Lu Zhang, Zihao Wu +9 more
2023arXiv.org42 citations Open access
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Survey on natural language processing in medical image analysis.
Zheng-Long Liu, Mengshen He, Zuowei Jiang, Zihao Wu +13 more
2022Zhong nan da xue xue bao. Yi xue ban = Journal of Central South University. Medical sciences41 citations
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Holistic Evaluation of GPT-4V for Biomedical Imaging
Zheng Liu, Han-Qi Jiang, Tianyang Zhong, Zihao Wu +46 more
2023arXiv.org37 citations
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Artificial general intelligence for radiation oncology
Chenbin Liu, Zheng Liu, J. Holmes, Lu Zhang +13 more
2023Meta-radiology37 citations Open access
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An innovative segment anything model for precision poultry monitoring
Xiao Yang, Hai-Xing Dai, Zihao Wu, R. Bist +6 more
2024Computers and Electronics in Agriculture29 citations Open access
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Exploring Multimodal Approaches for Alzheimer's Disease Detection Using Patient Speech Transcript and Audio Data
Hongmin Cai, Xiao-Ke Huang, Zheng Liu, Wenxiong Liao +7 more
2023arXiv.org28 citations Open access
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Evaluating Large Language Models for Radiology Natural Language Processing
Zheng Liu, Tianyang Zhong, Yiwei Li, Yutong Zhang +42 more
202328 citations
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AGI for Agriculture
G. Lu, Sheng Li, Gengchen Mai, Jin Sun +10 more
2023arXiv.org27 citations Open access
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Hierarchical Organization of Functional Brain Networks Revealed by Hybrid Spatiotemporal Deep Learning
Wei Zhang, Shi-Jie Zhao, Xin-Tao Hu, Qinglin Dong +7 more
2020Brain Connectivity25 citations Open access
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Coarse-to-fine Knowledge Graph Domain Adaptation based on Distantly-supervised Iterative Training
Wenxiong Liao, Zheng Liu, Yiyang Zhang, Xiao-Ke Huang +12 more
2022IEEE International Conference on Bioinformatics and Biomedicine23 citations Open access
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ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data
Tianyang Zhong, Wei Zhao, Yu-Tong Zhang, Yi Pan +38 more
2023arXiv.org18 citations Open access
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PharmacyGPT: The AI Pharmacist
Zheng Liu, Zihao Wu, Meng-Xuan Hu, Bokai Zhao +9 more
2023arXiv.org18 citations Open access
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Mask-guided Vision Transformer (MG-ViT) for Few-Shot Learning
Yu-Zhong Chen, Zhe Xiao, Lin Zhao, Lu Zhang +9 more
2022arXiv.org18 citations Open access
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SAM for Poultry Science
Xiao Yang, Hai-Xing Dai, Zihao Wu, R. Bist +6 more
2023arXiv.org17 citations Open access
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Technical Note: Generalizable and Promptable Artificial Intelligence Model to Augment Clinical Delineation in Radiation Oncology
Lian Zhang, Zheng Liu, Lu Zhang, Zihao Wu +11 more
2024Medical Physics (Lancaster)16 citations
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Multimodal Approaches for Alzheimer's Detection Using Patients' Speech and Transcript
Hongmin Cai, Xiaoke Huang, Zheng Liu, Wenxiong Liao +7 more
2023BI15 citations
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A generic framework for embedding human brain function with temporally correlated autoencoder
Lin Zhao, Zihao Wu, Hai-Xing Dai, Zheng Liu +4 more
2023Medical Image Anal.15 citations
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Embedding Human Brain Function via Transformer
Lin Zhao, Zihao Wu, Hai-Xing Dai, Zheng-Long Liu +3 more
2022International Conference on Medical Image Computing and Computer-Assisted Intervention15 citations
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Two-Stage Spatial Temporal Deep Learning Framework For Functional Brain Network Modeling
Yu Zhao, Hai-Xing Dai, Wei Zhang, Fangfei Ge +1 more
2019IEEE International Symposium on Biomedical Imaging14 citations
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Core-Periphery Principle Guided Redesign of Self-Attention in Transformers
Xiaowei Yu, Lu Zhang, Hai-Xing Dai, Yanjun Lyu +5 more
2023arXiv.org13 citations
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Coupling Visual Semantics of Artificial Neural Networks and Human Brain Function via Synchronized Activations
Lin Zhao, Hai-Xing Dai, Zihao Wu, Zhe Xiao +7 more
2022IEEE Transactions on Cognitive and Developmental Systems10 citations Open access
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Optimize CNN Model for FMRI Signal Classification Via Adanet-Based Neural Architecture Search
Hai-Xing Dai, Fangfei Ge, Qing Li, Wei Zhang +1 more
2020IEEE International Symposium on Biomedical Imaging10 citations
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Exploring Functional Difference Between Gyri and Sulci via Region-Specific 1D Convolutional Neural Networks
Mingxin Jiang, Shimin Yang, Jia-Dong Yan, Shu Zhang +8 more
2020MLMI@MICCAI10 citations
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Learning Lifespan Brain Anatomical Correspondence via Cortical Developmental Continuity Transfer
Lu Zhang, Zheng-Wang Wu, Xiaowei Yu, Yanjun Lyu +8 more
2024Medical Image Anal.9 citations Open access
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Graph Representation Neural Architecture Search for Optimal Spatial/Temporal Functional Brain Network Decomposition
Hai-Xing Dai, Qing Li, Lin Zhao, Li-Ming Pan +8 more
2022MLMI@MICCAI9 citations
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ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Impression Generation on Multi-Institution and Multi-System Data
Tianyang Zhong, Wei Zhao, Yu-Tong Zhang, Yi Pan +42 more
2025IEEE Transactions on Biomedical Engineering8 citations
Semantic Scholar
Hierarchical Semantic Tree Concept Whitening for Interpretable Image Classification
Hai-Xing Dai, Lu Zhang, Lin Zhao, Zihao Wu +8 more
2023arXiv.org8 citations Open access
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Gyri vs. Sulci: Disentangling Brain Core-Periphery Functional Networks via Twin-Transformer
Xiaowei Yu, Lu Zhang, Hai-Xing Dai, Lin Zhao +4 more
20237 citations
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