Self-Supervised Learning of Phenotypic Representations from Cell Images with Weak Labels. - Jan Oscar Cross-Zamirski; Guy B. Williams; Elizabeth Mouchet; Carola-Bibiane Schönlieb; Riku Turkki; Yinhai Wang (CoRR, 2022)

Class-Guided Image-to-Image Diffusion: Cell Painting from Brightfield Images with Class Labels. - Jan Oscar Cross-Zamirski; Praveen Anand; Guy B. Williams; Elizabeth Mouchet; Yinhai Wang; Carola-Bibiane Schönlieb (ICCV (Workshops), 2023)

Can generative AI replace immunofluorescent staining processes? A comparison study of synthetically generated cellpainting images from brightfield. - Xiaodan Xing; Siofra Murdoch; Chunling Tang; Giorgos Papanastasiou; Jan Oscar Cross-Zamirski; Yunzhe Guo; Xianglu Xiao; Carola-Bibiane Schönlieb; Yinhai Wang; Guang Yang 006 (Comput. Biol. Medicine, 2024)

Artificial immunofluorescence in a flash: Rapid synthetic imaging from brightfield through residual diffusion. - Xiaodan Xing; Chunling Tang; Siofra Murdoch; Giorgos Papanastasiou; Yunzhe Guo; Xianglu Xiao; Jan Oscar Cross-Zamirski; Carola-Bibiane Schönlieb; Kristina Xiao Liang; Zhangming Niu; Evandro Fei Fang; Yinhai Wang; et al. (Neurocomputing, 2025)