🌿🔬 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
📄 doi.org/10.1007/s111...
#PlantBiology #Microscopy #DeepLearning #VirtualStaining
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...
doi.org
March 18, 2025 at 9:25 AM
🌿🔬 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
📄 doi.org/10.1007/s111...
#PlantBiology #Microscopy #DeepLearning #VirtualStaining
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
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
biorxiv.org
September 2, 2024 at 7:56 AM
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
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...
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
www.nature.com
May 28, 2025 at 1:34 PM
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...
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. 🧵
September 2, 2024 at 7:56 AM
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. 🧵
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