Efficient Few-Shot Medical Image Analysis via Hierarchical Contrastive Vision-Language Learning

Harrison Fuller, Fernando Gabriela Garcia, Victor Flores

Few-shot learning in medical image classification presents a significant challenge due to the limited availability of annotated data and the complex nature of medical imagery. In t…