Quilt-1M: One Million Image-Text Pairs for Histopathology

The alignment of the images with their corresponding text requires the implementation of unique algorithms. These algorithms are designed to reduce duplicate content and ensure accurate mappings between image and text. See Figures 3 and 4 and Table 2 for a a demonstration of image-text alignment process. See Figure 5 for sample images and their corresponding medical and ROI texts and the sub-pathology classification provided by the LLM.