Xiaoman Zhang

1. PMC-LLaMA: Towards Building Open-source Language Models for Medicine
   2023/04/27 by Chaoyi Wu, Wu, Chaoyi, Weixiong Lin +9 · 2 voices · 13 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques #Topic Modeling #cs.CL
2. PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering
   2023/05/17 by Xiaoman Zhang, Zhang, Xiaoman, Chaoyi Wu +11 · 50 citations
   Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
3. Knowledge-enhanced Visual-Language Pre-training on Chest Radiology Images
   2023/02/27 by Xiaoman Zhang, Chaoyi Wu, Zhang, Xiaoman +7 · 24 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
4. Towards Building Multilingual Language Model for Medicine
   2024/02/21 by Pengcheng Qiu, Qiu, Pengcheng, Chaoyi Wu +13 · 16 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Topic Modeling
5. 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 · 11 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
6. RaTEScore: A Metric for Radiology Report Generation
   2024/06/24 by Weike Zhao, Zhao, Weike, Chaoyi Wu +9 · 11 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
7. 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
8. Large-scale Long-tailed Disease Diagnosis on Radiology Images
   2023/12/26 by Qiaoyu Zheng, Zheng, Qiaoyu, Weike Zhao +11 · 5 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
9. 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
10. FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models
    2024/11/27 by Alice Heiman, Heiman, Alice, Xiaoman Zhang +7 · 3 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
11. MS-KD: Multi-Organ Segmentation with Multiple Binary-Labeled Datasets
    2021/08/05 by Shixiang Feng, Feng, Shixiang, Yuhang Zhou +7 · 1 citation
    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
12. HeadCT-ONE: Enabling Granular and Controllable Automated Evaluation of Head CT Radiology Report Generation
    2024/09/19 by Julián Acosta, Acosta, Julián N., Xiaoman Zhang +13 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
13. ReXplain: Translating Radiology into Patient-Friendly Video Reports
    2024/10/01 by Luyang Luo, Luo, Luyang, J. Vairavamurthy +16 · 1 citation
    Medicine · #Radiology practices and education
14. ReX-MLE: The Autonomous Agent Benchmark for Medical Imaging Challenges
    2025/12/19 by Roshan Kenia, Kenia, Roshan, Xiaoman Zhang +3 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Multimodal Machine Learning Applications
15. Simulation of AI-driven CT Imaging Queue Prioritization in the Emergency Department
    2026/07/22 by Erica Silva, Kevin Tang, Sam Chiacchia +3 · 1 voice
    Medicine · #Radiology practices and education #Artificial Intelligence in Healthcare and Education #COVID-19 and healthcare impacts