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cs.CV2025
MSDM: Generating Task-Specific Pathology Images with a Multimodal Conditioned Diffusion Model for Cell and Nuclei Segmentation
Dominik Winter, Mai Bui, Monica Azqueta Gavaldon +3
Scarcity of annotated data, particularly for rare or atypical morphologies, present significant challenges for cell and nuclei segmentation in computational pathology. While manual…
cs.CV2024
Mask-guided cross-image attention for zero-shot in-silico histopathologic image generation with a diffusion model
Dominik Winter, Nicolas Triltsch, Marco Rosati +8
Creating in-silico data with generative AI promises a cost-effective alternative to staining, imaging, and annotating whole slide images in computational pathology. Diffusion model…