Our new review article is now published:. "Expanding plant cell microscopy through artificial intelligence focusing on segmentation and virtual staining". Open access in Cytologia: #AI #Microscopy #PlantBiology #DeepLearning #VirtualStaining.

#virtualstaining of pathology slides using #deeplearning based algorithms. By @OWKINscience

It was generated from this brightfield image using an #AI technique called #VirtualStaining. Using the morphological differences in infected cells (Cytopathic effect), #VirtualStaining can predict infection signal if trained using the real signal.

Combining #virtualstaining, #StarDist and #brightfieldimagenormalisation 🤓 we quantify these differences and show that mitosis delays, cell arrest and cell activity reduction happen proportionally and can finely represent the early effects of phototoxicity

Pixel super-resolved virtual staining of label-free tissue using diffusion models @NatureComms @UCLAengineering @cnsiatucla @ECE_UCLA @BioEngUCLA #VirtualStaining.

Label-Free Evaluation of Lung and Heart Transplant Biopsies Using Tissue Autofluorescence-Based Virtual Staining @UCLAengineering @cnsiatucla @ECE_UCLA @BioEngUCLA @aaas #VirtualStaining.

Happy to have had the opportunity to present my work on virtual HE-staining of breast cancer whole slide images at #ECDP2024 today ☺️🔬#virtualstaining #digitalpathology

We developed a #VirtualStaining algorithm using #ArtificialIntelligence to generate immunostained slides. This technology is part of #OwkinStudio, our #MachineLearning platform for medical #research​ers. Sign-in to stain your #digitalpathology images ↓.🔗

Wonder how to augment your #data with #MachineLearning? Enrich retrospectives cohorts? #VirtualStaining is a transformative platform to empower your #pathology & translational research teams to compute immunohistochemical & immunofluorescence stainings!.🔗

We show that #AI based #virtualstaining of tissue images obtained with regular brightfield microscope could be used in place of the traditional chemical H&E staining. Umair Khan, PhD student from my group at @UniTurku was the lead developer of the GANs used in virtual staining.

✨ Read #PhotoniX #ReviewArticle.📚 #DigitalStaining in #OpticalMicroscopy using #DeepLearning - a review.👨‍🔬 by Lucas Kreiss et al. 🔗#VirtualStaining #VirtualFluorescence #ImageTranslation

We recently launched our #AI powered #VirtualStaining tech aimed at augmenting & enhancing #digitalpathology workflows. Platform enables full virtualization of CD3, AE1/AE3, Dapi, CD34, CD20 & other immunohistochemical & immunofluorescence staining! 🔬🖥.🔗

#VirtualStaining is a technology platform to automatically create virtual immunostained slides from a H&E slide, bypassing wet lab work. Broaden your #research, augment your #DigitalPathology data, with immunohistochemical & immunofluorescence stainings. 🔗

Here is a detailed explanation of the science behind our #VirtualStaining technology and how we managed to compute and accurately visualize an IHC slide from a standard H&E slide in silico, using a generative model:.🔗

We just launched our #AI powered #VirtualStaining technology aimed at augmenting & enhancing #digitalpathology workflows. Platform enables full virtualization of CD3, AE1/AE3, Dapi, CD34, CD20 & other immunohistochemical & immunofluorescence staining!.🔗

As a student @#DLMBL, these past two weeks served as a reminder of how great @MBLScience can bring people from different fields to do great science!.Thank you 'Chroma Crafters' @ashesh0 @dz_gong @Anks_8D it was a pleasure working on #virtualstaining and #μSplit 🎉🔬🎨

@PhilippeWeitz @LatonenLeena @rantalainen @carljhartman @AbhiSharma1423 @c_boissin @masivalkonen Great meeting with @ERANET_PerMed funded ABCAP consortium indeed! Thanks to the core project personnel and to fellow PIs @rantalainen, @LatonenLeena and Laenkholm. Stay tuned for advances and results from @acrobat_2022 and #virtualstaining and more! #breastcancer #AI #ABCAP

Another poster presentation from @SonjaKoivukoski about our HE #virtualstaining for #histopathology raising a lot of interest at the 7th #ScanPath meeting today. #cancerresearch @UEF_Biomed

As a TA in the DL@MBL 2023 course, last two weeks at @MBLScience were fantastic! Amazing interactions with participants, TAs and the faculty, tasty #KeylimePie 🥧, and at the end working with @Anks_8D, @dz_gong and @edyoshikun on #virtualstaining and #μSplit. 🎉🔬🧑‍💻

Label-Free Virtual HER2 Immunohistochemical Staining of Breast Tissue using Deep Learning #virtualstaining #deeplearning