Yu, Zhen

1. 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
2. Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings
   2022/09/13 by Yu, Zhen, Nguyen, Toan, Gal, Yaniv +7 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Hierarchical Knowledge Guided Learning for Real-world Retinal Diseases Recognition
   2021/11/17 by Ju, Lie, Yu, Zhen, Wang, Lin +4 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. 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
5. 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)
6. 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