Wu, Chaoyi
- PMC-LLaMA: Towards Building Open-source Language Models for Medicine
2023/04/27 by Chaoyi Wu, Weixiong Lin, Wu, Chaoyi +9 · 2 voices · 16 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques #Topic Modeling #cs.CL
- PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering
2023/05/17 by Xiaoman Zhang, Chaoyi Wu, Zhang, Xiaoman +11 · 66 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- PMC-CLIP: Contrastive Language-Image Pre-training using Biomedical Documents
2023/03/13 by Weixiong Lin, Lin, Weixiong, Ziheng Zhao +11 · 44 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Knowledge-enhanced Visual-Language Pre-training on Chest Radiology Images
2023/02/27 by Xiaoman Zhang, Chaoyi Wu, Zhang, Xiaoman +7 · 33 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training in Radiology
2023/01/05 by Chaoyi Wu, Wu, Chaoyi, Xiaoman Zhang +7 · 28 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data
2023/08/04 by Chaoyi Wu, Xiaoman Zhang, Wu, Chaoyi +7 · 22 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Towards Building Multilingual Language Model for Medicine
2024/02/21 by Pengcheng Qiu, Qiu, Pengcheng, Chaoyi Wu +13 · 19 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Topic Modeling
- Large-Vocabulary Segmentation for Medical Images with Text Prompts
2023/12/28 by Zhao, Ziheng, Zhang, Yao, Wu, Chaoyi +5 · 13 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
- RaTEScore: A Metric for Radiology Report Generation
2024/06/24 by Weike Zhao, Chaoyi Wu, Zhao, Weike +9 · 15 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis
2024/04/25 by Xiaoman Zhang, Zhang, Xiaoman, Chaoyi Wu +11 · 11 citations
Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
- Towards Evaluating and Building Versatile Large Language Models for Medicine
2024/08/22 by Chaoyi Wu, Wu, Chaoyi, Pengcheng Qiu +13 · 13 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
- Large-scale Long-tailed Disease Diagnosis on Radiology Images
2023/12/26 by Qiaoyu Zheng, Zheng, Qiaoyu, Weike Zhao +11 · 7 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #AI in cancer detection #Biomedical Text Mining and Ontologies #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Can GPT-4V(ision) Serve Medical Applications? Case Studies on GPT-4V for Multimodal Medical Diagnosis
2023/10/15 by Chaoyi Wu, Wu, Chaoyi, Jiayu Lei +19 · 7 citations
Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- AutoRG-Brain: Grounded Report Generation for Brain MRI
2024/07/23 by Lei, Jiayu, Zhang, Xiaoman, Wu, Chaoyi +6 · 8 citations
#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
- ChestX-Reasoner: Advancing Radiology Foundation Models with Reasoning through Step-by-Step Verification
2025/04/29 by Cheng Liang, Fan, Ziqing, Chao‐Yi Wu +8 · 14 citations
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Topic Modeling #Multimodal Machine Learning Applications
- Quantifying the Reasoning Abilities of LLMs on Real-world Clinical Cases
2025/03/06 by Pengcheng Qiu, Qiu, Pengcheng, Chaoyi Wu +16 · 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
- Knowledge-enhanced Visual-Language Pretraining for Computational Pathology
2024/04/15 by Xiao Zhou, Xiaoman Zhang, Zhou, Xiao +9 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- An Agentic System for Rare Disease Diagnosis with Traceable Reasoning
2025/06/25 by Zhao, Weike, Wu, Chaoyi, Fan, Yanjie +10 · 8 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- How Well Can Modern LLMs Act as Agent Cores in Radiology Environments?
2024/12/12 by Qiaoyu Zheng, Chaoyi Wu, Zheng, Qiaoyu +11 · 5 citations
Engineering · Medicine · #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiology practices and education
- UniBrain: Universal Brain MRI Diagnosis with Hierarchical Knowledge-enhanced Pre-training
2023/09/13 by Jiayu Lei, Lei, Jiayu, Lisong Dai +21 · 2 citations
Computer Science · Medicine · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #Topic Modeling