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eess.IV2026
Data-Efficient Multimodal Alignment for Histopathology-based Molecular Prediction
Dominik Winter, Dominik Vonficht, Loïc Le Bescond +6
H&E-stained whole-slide images offer cohort-scale availability and rich spatial context but lack molecular specificity, whereas bulk RNA-seq provides transcriptome-wide resolution…
eess.IV2024
ReStainGAN: Leveraging IHC to IF Stain Domain Translation for in-silico Data Generation
Dominik Winter, Nicolas Triltsch, Philipp Plewa +5
The creation of in-silico datasets can expand the utility of existing annotations to new domains with different staining patterns in computational pathology. As such, it has the po…