On TCGA-BRCA, a latent diffusion model conditioned on 35-token pathology summaries achieved FID 21.11 versus 22.39 for the authors' 154-token PathLDM reproduction.
A review of medical image data augmentation techniques for deep learning applications
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
eess.IV 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Improving text-conditioned latent diffusion for cancer pathology
On TCGA-BRCA, a latent diffusion model conditioned on 35-token pathology summaries achieved FID 21.11 versus 22.39 for the authors' 154-token PathLDM reproduction.