Xu, Yingxue
- Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency for Survival Prediction
2023/06/14 by Yingxue Xu, Xu, Yingxue, Hao Chen +1 · 17 citations
Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Cancer Genomics and Diagnostics
- GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist Collaboration
2024/04/23 by Sunan He, Yuxiang Nie, He, Sunan +28 · 16 citations
Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies
- Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction
2024/01/03 by Yilan Zhang, Yingxue Xu, Zhang, Yilan +7 · 10 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gene expression and cancer classification #Genetics, Bioinformatics, and Biomedical Research
- A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model
2024/07/22 by Yingxue Xu, Xu, Yingxue, Yihui Wang +27 · 12 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
- 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
- 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
- Multimodal Data Integration for Precision Oncology: Challenges and Future Directions
2024/06/28 by Hua-Jun Zhou, Zhou, Huajun, Fengtao Zhou +9 · 6 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Quantitative Methods (q-bio.QM) #Radiomics and Machine Learning in Medical Imaging
- Stochastic Region Pooling: Make Attention More Expressive
2019/04/22 by Mingnan Luo, Luo, Mingnan, Guihua Wen +7 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- 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
- A Versatile Pathology Co-pilot via Reasoning Enhanced Multimodal Large Language Model
2025/07/23 by Xu, Zhe, Liu, Ziyi, Hou, Junlin +13 · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Distilled Prompt Learning for Incomplete Multimodal Survival Prediction
2025/03/03 by Xu, Yingxue, Zhou, Fengtao, Zhao, Chenyu +3 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)