Jiabo Ma

1. A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model
   2024/07/22 by Yingxue Xu, Yihui Wang, Xu, Yingxue +27 · 20 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation
   2024/07/26 by Jiabo Ma, Zhengrui Guo, Ma, Jiabo +35 · 17 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
3. HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction
   2024/03/08 by Zhengrui Guo, Jiabo Ma, Guo, Zhengrui +9 · 11 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
4. FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification
   2024/11/22 by Zhengrui Guo, Conghao Xiong, Guo, Zhengrui +11 · 4 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)
5. PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology
   2025/05/26 by Jiabo Ma, Ma, Jiabo, Yingxue Xu +48 · 8 citations
   Medicine · Computer Science · Biochemistry, Genetics and Molecular Biology · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection #Cancer Genomics and Diagnostics
6. PathOrchestra: A Comprehensive Foundation Model for Computational Pathology with Over 100 Diverse Clinical-Grade Tasks
   2025/03/31 by Yan F, Jianfeng Wu, Yan, Fang +49 · 3 citations
   Computer Science · Medicine · #AI in cancer detection #Digital Imaging for Blood Diseases #Radiomics and Machine Learning in Medical Imaging