Xiao, Guanghua

1. Bayesian Modeling of Spatial Molecular Profiling Data via Gaussian Process
   2020/12/06 by Qiwei Li, Li, Qiwei, Minzhe Zhang +5 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Mathematics · #Applications (stat.AP) #FOS: Computer and information sciences #Gene expression and cancer classification #Methodology (stat.ME) #Single-cell and spatial transcriptomics #Statistical Methods and Inference
2. Using Persistent Homology Topological Features to Characterize Medical Images: Case Studies on Lung and Brain Cancers
   2020/12/07 by Moon, Chul, Li, Qiwei, Xiao, Guanghua · 3 citations
   #Applications (stat.AP) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Methodology (stat.ME)
3. MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science
   2025/06/04 by Ran Xu, Yuchen Zhuang, Xu, Ran +29 · 6 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
4. A Bayesian Modified Ising Model for Identifying Spatially Variable Genes from Spatial Transcriptomics Data
   2021/04/28 by Jiang, Xi, Li, Qiwei, Xiao, Guanghua · 1 citation
   #Applications (stat.AP) #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN)
5. A Bayesian Mark Interaction Model for Analysis of Tumor Pathology Images
   2018/02/22 by Qiwei Li, Xinlei Wang, Li, Qiwei +5 · 1 citation
   Computer Science · Mathematics · #AI in cancer detection #Statistical Methods and Inference #Medical Image Segmentation Techniques
6. Scaling Agentic Reinforcement Learning for Tool-Integrated Reasoning in VLMs
   2025/11/24 by Meng‐Yao Lu, Ran Xu, Lu, Meng +31 · 2 citations
   Computer Science · #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI) #Domain Adaptation and Few-Shot Learning
7. Bayesian Landmark-based Shape Analysis of Tumor Pathology Images
   2020/11/24 by Cong Zhang, Guanghua Xiao, Zhang, Cong +7 · 1 citation
   Computer Science · Medicine · #AI in cancer detection #Applications (stat.AP) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Methodology (stat.ME) #Radiomics and Machine Learning in Medical Imaging