Yan, Siyuan
- A Multimodal Vision Foundation Model for Clinical Dermatology
2024/10/19 by Siyuan Yan, Zhentao Yu, Yan, Siyuan +39 · 11 citations
Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences
- NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding
2023/10/20 by Hu, Ming, Wang, Lin, Yan, Siyuan +7 · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining
2024/11/23 by Hu, Ming, Yuan, Kun, Shen, Yaling +17 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding
2024/06/11 by Ming Hu, Hu, Ming, Peng Xia +25 · 4 citations
Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Retinal Imaging and Analysis #Surgical Simulation and Training
- Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology
2025/03/19 by Yan, Siyuan, Hu, Ming, Jiang, Yiwen +5 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision
2023/03/02 by S. Yan, Yan, Siyuan, Zhen Yu +13 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences
- Transmission-Guided Bayesian Generative Model for Smoke Segmentation
2023/03/02 by S. Yan, Yan, Siyuan, Jing Zhang +3 · 2 citations
Engineering · Computer Science · #Fire Detection and Safety Systems #Image Enhancement Techniques #Video Surveillance and Tracking Methods
- A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
2025/08/28 by Mingjun Hu, Hu, Ming, Chenglong Ma +214 · 9 citations
Computer Science · Materials Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
- EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition
2023/04/04 by S. Yan, Yan, Siyuan, Chi Liu +15 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-shot Dermatological Assessment
2025/05/14 by Siyuan Yan, X. Li, Yan, Siyuan +9 · 4 citations
Medicine · Computer Science · #Cutaneous Melanoma Detection and Management #Mycobacterium research and diagnosis #AI in cancer detection