16 citations · 16 across the 2 of their papers we have counts for
2 papers
eess.IV2024
Can Generative AI Replace Immunofluorescent Staining Processes? A Comparison Study of Synthetically Generated CellPainting Images from Brightfield
Xiaodan Xing, Siofra Murdoch, Chunling Tang +7
Cell imaging assays utilizing fluorescence stains are essential for observing sub-cellular organelles and their responses to perturbations. Immunofluorescent staining process is ro…
cs.CV2022★ 16 cited
Self-Supervised Learning of Phenotypic Representations from Cell Images with Weak Labels
Jan Oscar Cross-Zamirski, Guy Williams, Elizabeth Mouchet +3
We propose WS-DINO as a novel framework to use weak label information in learning phenotypic representations from high-content fluorescent images of cells. Our model is based on a…