Zheng, Sunyi
- PathAsst: A Generative Foundation AI Assistant Towards Artificial General Intelligence of Pathology
2023/05/24 by Yuxuan Sun, Sun, Yuxuan, Chenglu Zhu +14 · 14 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Multimedia (cs.MM) #Scientific Computing and Data Management
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification
2023/11/13 by Yunlong Zhang, Honglin Li, Zhang, Yunlong +9 · 14 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Visual Attention and Saliency Detection #Domain Adaptation and Few-Shot Learning
- PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology
2024/01/29 by Sun, Yuxuan, Wu, Hao, Zhu, Chenglu +11 · 14 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Task-specific Fine-tuning via Variational Information Bottleneck for Weakly-supervised Pathology Whole Slide Image Classification
2023/03/15 by Honglin Li, Chenglu Zhu, Li, Honglin +13 · 10 citations
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering
2024/07/08 by Pingyi Chen, Chenglu Zhu, Chen, Pingyi +7 · 10 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- Unleashing the Power of Prompt-driven Nucleus Instance Segmentation
2023/11/27 by Zhongyi Shui, Yunlong Zhang, Shui, Zhongyi +11 · 5 citations
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology
2022/06/30 by Yunlong Zhang, Zhang, Yunlong, Yuxuan Sun +9 · 3 citations
Computer Science · Medicine · #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 #Radiomics and Machine Learning in Medical Imaging
- DPA-P2PNet: Deformable Proposal-aware P2PNet for Accurate Point-based Cell Detection
2023/03/05 by Shui, Zhongyi, Zheng, Sunyi, Zhu, Chenglu +6 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Benchmarking PathCLIP for Pathology Image Analysis
2024/01/05 by Sunyi Zheng, Xiaonan Cui, Zheng, Sunyi +17 · 2 citations
Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection #COVID-19 diagnosis using AI
- WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images
2023/11/27 by Pingyi Chen, Honglin Li, Chen, Pingyi +7 · 2 citations
Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
- End-to-end cell recognition by point annotation
2022/07/01 by Shui, Zhongyi, Zhang, Shichuan, Zhu, Chenglu +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Long-MIL: Scaling Long Contextual Multiple Instance Learning for Histopathology Whole Slide Image Analysis
2023/11/21 by Li, Honglin, Zhang, Yunlong, Zhu, Chenglu +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences