A Benchmark for Virus Infection Reporter Virtual Staining in Fluorescence and Brightfield Microscopy - Scientific Data Scientific Data - A Benchmark for Virus Infection Reporter Virtual Staining in Fluorescence and Brightfield Microscopy

Generation of a new #fluorescent reporter #virus could often take years! Here, we propose to use #AI #VirtualStaining to detect infection, by providing a #baseline and a #benchmark for #RV, #HAdV, #IAV, #HSV and #VACV. 🧪@casusscience.bsky.social @hzdr.bsky.social www.nature.com/articles/s41...

Virtual staining from bright-field microscopy for label-free quantitative analysis of plant cell structures - Plant Molecular Biology The applicability of a deep learning model for the virtual staining of plant cell structures using bright-field microscopy was investigated. The training dataset consisted of microscopy images of toba...

🌿🔬 New paper! Our study in Plant Mol Biol presents label-free virtual staining for plant cells! 🚀 Using bright-field microscopy and AI, we enable quantitative imaging without fluorescent dyes. 🌱✨

📄 doi.org/10.1007/s111...

#PlantBiology #Microscopy #DeepLearning #VirtualStaining

A Benchmark for Virus Infection Reporter Virtual Staining in Fluorescence and Brightfield Microscopy bioRxiv - the preprint server for biology, operated by Cold Spring Harbor Laboratory, a research and educational institution

Using the morphological differences in infected cells (Cytopathic effect), #VirtualStaining can predict infection signal if trained using the real signal. In our latest preprint, we ask if #VirtualStaining can be obtained for VACV, HAdV, HSV, IAV and RV biorxiv.org/cgi/content/... @hzdr.bsky.social

This GFP signal (left) of a #poxvirus plaque does not exist! It was generated from this brightfield image (right) using an #AI technique called #VirtualStaining. 🧵