A Clinical-oriented Multi-level Contrastive Learning Method for Accurate Disease Diagnosis from Low-quality Medical Images

A clinical-oriented multi-level contrastive learning framework that enhances the model's capacity to extract lesion features and discriminate between lesion and low-quality factors, enabling more accurate disease diagnosis from low-quality medical images.