Frozen-to-FFPE Histopathology Restoration

Overview

Developed Latent Diffusion Models with histopathology pretraining to restore frozen tissue images for diagnostic accuracy.

Key Results

  • Improved cancer classification AUC from 81.99% to 94.64%

F2FLDM: Latent Diffusion Models with Histopathology Pre-Trained Embeddings for Unpaired Frozen Section to FFPE Translation - WACV 2025

F2FLDM