10 citations · 11 across the 3 of their papers we have counts for
3 papers
Gene-Level Representation Learning via Interventional Style Transfer in Optical Pooled Screening
Mahtab Bigverdi, Burkhard Hockendorf, Heming Yao +3
Optical pooled screening (OPS) combines automated microscopy and genetic perturbations to systematically study gene function in a scalable and cost-effective way. Leveraging the re…
Weakly Supervised Set-Consistency Learning Improves Morphological Profiling of Single-Cell Images
Heming Yao, Phil Hanslovsky, Jan-Christian Huetter +2
Optical Pooled Screening (OPS) is a powerful tool combining high-content microscopy with genetic engineering to investigate gene function in disease. The characterization of high-c…
DeadNet: Identifying Phototoxicity from Label-free Microscopy Images of Cells using Deep ConvNets
David Richmond, Anna Payne-Tobin Jost, Talley Lambert +2
Exposure to intense illumination light is an unavoidable consequence of fluorescence microscopy, and poses a risk to the health of the sample in every live-cell fluorescence micros…