Weakly-Supervised Cell Classification for Effective High Content Screening

Decoding phenotypic screening: A comparative analysis of image representations

“…paired cell inpainting was introduced where a model predicts fluorescent patterns in a cell given another cell as an example [22] . Another technique uses a weakly supervised approach for single-cell classification [23] . Additionally, applications of DIstillation with NO labels (DINO) [10] emerged [24] , [25] together with its extension to weak supervision with WS-DINO [26] .…”