Freeze the backbones: A Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-training

no code implementations • 2 Jan 2024 • Jiuming Qin, Che Liu, Sibo Cheng, Yike Guo, Rossella Arcucci

Modern healthcare often utilises radiographic images alongside textual reports for diagnostics, encouraging the use of Vision-Language Self-Supervised Learning (VL-SSL) with large pre-trained models to learn versatile medical vision representations.

Image Classification Image Segmentation +5