Fengtao Zhou
- Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology
2024/02/27 by Wenhao Tang, Tang, Wenhao, Fengtao Zhou +9 · 18 citations
Computer Science · #AI in cancer detection #Machine Learning in Healthcare #Digital Imaging for Blood Diseases
- Cross-Modal Translation and Alignment for Survival Analysis
2023/09/22 by Fengtao Zhou, Zhou, Fengtao, Hao Chen +1 · 15 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cancer-related molecular mechanisms research #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) #Molecular Biology Techniques and Applications #electronic engineering #information engineering
- Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification
2023/07/28 by Wenhao Tang, Tang, Wenhao, Sheng Huang +9 · 8 citations
Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
- 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, Zhengrui Guo, Ma, Jiabo +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
- Explain via Any Concept: Concept Bottleneck Model with Open Vocabulary Concepts
2024/08/05 by Andong Tan, Tan, Andong, Fengtao Zhou +3 · 7 citations
Computer Science · #Bayesian Modeling and Causal Inference #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #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
- Cohort-Individual Cooperative Learning for Multimodal Cancer Survival Analysis
2024/09/06 by Huajun Zhou, Fengtao Zhou, Hao Chen · 5 citations
Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies #Bioinformatics and Genomic Networks
- 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
- Deep Semantic Dictionary Learning for Multi-label Image Classification
2020/12/23 by Fengtao Zhou, Sheng Huang, Zhou, Fengtao +3 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Text and Document Classification Technologies
- Post-hoc Part-prototype Networks
2024/06/05 by Andong Tan, Fengtao Zhou, Tan, Andong +3 · 1 citation
Computer Science · #Embedded Systems Design Techniques #Real-Time Systems Scheduling #Interconnection Networks and Systems