Xiaosong Wang

1. DeepLesion: Automated Deep Mining, Categorization and Detection of Significant Radiology Image Findings using Large-Scale Clinical Lesion Annotations
   2017/10/04 by Ke Yan, Yan, Ke, Xiaosong Wang +5 · 1 voice · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
2. TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-rays
   2018/01/12 by Xiaosong Wang, Wang, Xiaosong, Yifan Peng +7 · 7 citations
   Medicine · Computer Science · #COVID-19 diagnosis using AI #Topic Modeling #Radiomics and Machine Learning in Medical Imaging
3. Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-scale Lesion Database
   2017/11/28 by Ke Yan, Xiaosong Wang, Yan, Ke +11 · 4 citations
   Computer Science · Engineering · Medicine · #AI in cancer detection #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
4. Text-guided Foundation Model Adaptation for Pathological Image Classification
   2023/07/27 by Yunkun Zhang, Jin Gao, Zhang, Yunkun +11 · 3 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
5. Boosting Dermatoscopic Lesion Segmentation via Diffusion Models with Visual and Textual Prompts
   2023/10/04 by Shiyi Du, Xiaosong Wang, Du, Shiyi +13 · 3 citations
   Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #Mycobacterium research and diagnosis
6. Cost-effective Instruction Learning for Pathology Vision and Language Analysis
   2024/07/25 by Kaitao Chen, Mianxin Liu, Chen, Kaitao +19 · 3 citations
   Computer Science · #Intelligent Tutoring Systems and Adaptive Learning
7. When Unseen Domain Generalization is Unnecessary? Rethinking Data Augmentation
   2019/06/07 by Ling Zhang, Xiaosong Wang, Zhang, Ling +17 · 2 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Fetal and Pediatric Neurological Disorders #Image and Video Processing (eess.IV) #electronic engineering #information engineering
8. InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification
   2025/05/22 by Bo Zhang, InternAgent Team, Zhang, Bo +45 · 5 citations
   Materials Science · Decision Sciences · Computer Science · #Machine Learning in Materials Science #Scientific Computing and Data Management #Explainable Artificial Intelligence (XAI)
9. Chiron-o1: Igniting Multimodal Large Language Models towards Generalizable Medical Reasoning via Mentor-Intern Collaborative Search
   2025/06/20 by Haoran Sun, Sun, Haoran, Yankai Jiang +15 · 7 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
10. Weakly supervised one-stage vision and language disease detection using large scale pneumonia and pneumothorax studies
    2020/07/31 by Leo Tam, Tam, Leo K., Xiaosong Wang +9 · 1 citation
    Computer Science · 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) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling #electronic engineering #information engineering
11. Going to Extremes: Weakly Supervised Medical Image Segmentation
    2020/09/25 by Holger R. Roth, Dong Yang, Roth, Holger R +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. Improving Pneumonia Localization via Cross-Attention on Medical Images and Reports
    2021/10/06 by Riddhish Bhalodia, Bhalodia, Riddhish, Ali Hatamizadeh +11 · 1 citation
    Computer Science · 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) #Machine Learning in Healthcare #Topic Modeling #electronic engineering #information engineering
13. Pathology-knowledge Enhanced Multi-instance Prompt Learning for Few-shot Whole Slide Image Classification
    2024/07/15 by Linhao Qu, Dingkang Yang, Qu, Linhao +11 · 2 citations
    Computer Science · Engineering · #Digital Imaging for Blood Diseases #AI in cancer detection #Image Processing Techniques and Applications
14. Improving Medical Reasoning with Curriculum-Aware Reinforcement Learning
    2025/05/25 by Kaitao Chen, Rui, Shaohao, Chen, Kaitao +4 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
15. Unsupervised Category Discovery via Looped Deep Pseudo-Task Optimization Using a Large Scale Radiology Image Database
    2016/03/25 by Xiaosong Wang, Wang, Xiaosong, Le Lü +11 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging
16. Learning A Multi-Task Transformer Via Unified And Customized Instruction Tuning For Chest Radiograph Interpretation
    2023/11/02 by Lijian Xu, Xu, Lijian, Ziyu Ni +9 · 1 citation
    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
17. Towards All-in-One Medical Image Re-Identification
    2025/03/11 by Yuan Tian, Tian, Yuan, Kaiyuan Ji +11 · 4 citations
    Computer Science · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
18. Multi-modal Data Binding for Survival Analysis Modeling with Incomplete Data and Annotations
    2024/07/25 by Linhao Qu, Dan Huang, Qu, Linhao +5 · 1 citation
    Computer Science · Mathematics · #Machine Learning in Healthcare #Statistical Methods and Inference
19. Evidence-Grounded AI for Musculoskeletal Care
    2026/07/14 by Wenjie Li, Yujie Zhang, Fanrui Zhang +34
    #cs.AI
20. Reviving Ancient Paintings via Poem: A Colorization Framework for Aligning Cultural Semantics
    2026/07/20 by Junming Gao, Biao Zhu, Xiaosong Wang +1
    #cs.CV