Zhengrui Guo

1. Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation
   2024/07/26 by Jiabo Ma, Ma, Jiabo, Zhengrui Guo +35 · 9 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Biomedical Text Mining and Ontologies #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) #Machine Learning in Healthcare #electronic engineering #information engineering
2. HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction
   2024/03/08 by Zhengrui Guo, Guo, Zhengrui, Jiabo Ma +9 · 7 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
3. FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification
   2024/11/22 by Zhengrui Guo, Guo, Zhengrui, Conghao Xiong +11 · 3 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Image Processing Techniques and Applications #Quantitative Methods (q-bio.QM)
4. PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology
   2025/05/26 by Jiabo Ma, Yingxue Xu, Ma, Jiabo +48 · 7 citations
   Medicine · Computer Science · Biochemistry, Genetics and Molecular Biology · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection #Cancer Genomics and Diagnostics
5. Neuron Platonic Intrinsic Representation From Dynamics Using Contrastive Learning
   2025/02/06 by Wei Wu, Can Liao, Wu, Wei +6 · 1 citation
   Computer Science · Neuroscience · Physics and Astronomy · #Neural Networks and Applications #Neural dynamics and brain function #Model Reduction and Neural Networks