Huang, Yijin

1. PRIOR: Prototype Representation Joint Learning from Medical Images and Reports
   2023/07/24 by Pujin Cheng, Lin Li, Cheng, Pujin +9 · 8 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
2. Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images
   2021/07/17 by Yijin Huang, Li Lin, Huang, Yijin +7 · 2 citations
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Retinal Diseases and Treatments #Retinal Imaging and Analysis #electronic engineering #information engineering
3. Fine-grained Prompt Tuning: A Parameter and Memory Efficient Transfer Learning Method for High-resolution Medical Image Classification
   2024/03/12 by Huang, Yijin, Cheng, Pujin, Tam, Roger +1 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. Identifying the key components in ResNet-50 for diabetic retinopathy grading from fundus images: a systematic investigation
   2021/10/27 by Huang, Yijin, Lin, Li, Cheng, Pujin +3 · 1 citation
   #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
5. SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading
   2022/10/20 by Yijin Huang, Huang, Yijin, Junyan Lyu +7 · 1 citation
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Retinal Diseases and Treatments #Retinal Imaging and Analysis
6. Text-guided Foundation Model Adaptation for Long-Tailed Medical Image Classification
   2024/08/27 by Sirui Li, Li Lin, Li, Sirui +7 · 1 citation
   Computer Science · Medicine · Neuroscience · #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques