Fayaz Ali Dharejo

CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment

This paper proposes Comprehensive Pathology Language Image Pre-training (CPLIP) a new unsupervised technique designed to enhance the alignment of images and text in histopathology for tasks such as classification and segmentation. This methodology enriches vision language models by leveraging extens…