A benchmark of DDPM and LDM on colon pathology patches shows DDPM slightly outperforms LDM, and a pretrained model can generate images at unseen patch sizes, with mixed classification gains.
Deep learning in cancer pathology: a new generation of clinical biomarkers
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Comparative Analysis of Diffusion Generative Models in Computational Pathology
A benchmark of DDPM and LDM on colon pathology patches shows DDPM slightly outperforms LDM, and a pretrained model can generate images at unseen patch sizes, with mixed classification gains.