ROSIE: AI generation of multiplex immunofluorescence staining from histopathology images
Eric Wu, Matthew F Bieniosek, Zhenqin Wu, Nitya Thakkar, Gregory W. Charville, Ahmad Makky, Christian M. Schürch, Jeroen R. Huyghe, Ulrike Peters, Christopher I. Li, Li Li, Hannah Giba, Vivek Behera, Arjun S. Raman, Alexandro E. Trevino, , James Zou
ROSIE generates multiplex immunofluorescence staining from H&E images by imputing protein expression and localization using deep learning.
Nature Communications · Aug 16, 2025Peer-reviewedPathology