Conditioning a histopathology diffusion model on tissue source site metadata improves synthetic image fidelity and enhances downstream tumor classification under subpopulation shift.
Advances in Neural Information Processing Systems36(2024)
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MeDi: Metadata-Guided Diffusion Models for Mitigating Biases in Tumor Classification
Conditioning a histopathology diffusion model on tissue source site metadata improves synthetic image fidelity and enhances downstream tumor classification under subpopulation shift.