Pinaki Sarder

PathDiff: Histopathology Image Synthesis with Unpaired Text and Mask Conditions

Diffusion-based generative models have shown promise in synthesizing histopathology images to address data scarcity caused by privacy constraints. Diagnostic text reports provide high-level semantic descriptions, and masks offer fine-grained spatial structures essential for representing distinct mor…