TIAToolbox
@TIAToolbox
Computational Pathology Toolbox developed at the TIA Centre. https://warwick.ac.uk/tia/
قد يعجبك
🚀 Exciting News! TIAToolbox v1.6.0 is now live! 🎉 🔹 timm API support🔹 Enhanced performance with torch.compile 🔹 Multichannel Input in WSIReader 🔹 Python 3.12 Support & more! Full release notes: github.com/TissueImageAna… #TIAToolbox #MachineLearning #AI #DigitalPathology
Happy to announce TIAViz: a visualization tool for the #cpath community with support for graph overlay, heatmaps, side-by-side viewing, Chat-GPT integration, easy link sharing, online deployment, etc. Now in @TIAToolbox! Brilliantly done by Mark! paper: arxiv.org/abs/2402.09990
🔬It was a pleasure to be joined by Dr Mark Eastwood today who gave a fantastic talk on "TIAViz: An open-source visualization tool in TIAToolbox" 📰Read the paper: arxiv.org/abs/2402.09990 🎥Watch the @TIAwarwick seminar: youtu.be/-R0riJMLJu4 @WarwickDCS @warwickmed
youtube.com
YouTube
TIAViz - An open-source visualization tool in TIAToolbox: Mark...
The new version (1.5.1) of TIAToolbox has an exciting new visualization tool for analysis. See below a talk from Dr Mark Eastwood explaining how to use this tool. The documentation for the tool is available at this link tia-toolbox.readthedocs.io/en/latest/visu….
🔬It was a pleasure to be joined by Dr Mark Eastwood today who gave a fantastic talk on "TIAViz: An open-source visualization tool in TIAToolbox" 📰Read the paper: arxiv.org/abs/2402.09990 🎥Watch the @TIAwarwick seminar: youtu.be/-R0riJMLJu4 @WarwickDCS @warwickmed
youtube.com
YouTube
TIAViz - An open-source visualization tool in TIAToolbox: Mark...
It was a pleasure to be joined by Prof @LeQuesneLab yesterday, who gave a great talk on "Self-supervised learning in lung cancer histopathology"🔬 Thank you also to @MostafaJahanif1 for your excellent chairing! Check out our @TIAwarwick Seminar below 👇 youtube.com/watch?v=KtkjKZ…
youtube.com
YouTube
Self-supervised learning in lung cancer histopathology: John Le...
We are excited to announce that @TIAToolbox has been added to the @PyTorch Ecosystem. Thanks to all our contributors and the community for their support. link.medium.com/4ihvJs8vRAb
Shan Raza showing how his tissue analytics toolbox can make working with pathology data very straightforward. github.com/TissueImageAna…
TIAToolbox v1.4.0 adds experimental support for Python 3.11. For a detailed list of exciting new features please see the release notes at this link github.com/TissueImageAna…
![TIAToolbox's tweet card. 1.4.0 (2023-04-24) Major Updates and Feature Improvements Adds Python 3.11 support [experimental] #500 Python 3.11 is not fully supported by pytorch pytorch/pytorch#86566 and openslide openslide/...](https://pbs.twimg.com/card_img/2019069102468505600/vIw-F7zV?format=jpg&name=orig)
We are delighted to be hosting @AzraRazaMD for an online @TIAwarwick seminar in which she will discuss her book #TheFirstCell and how #AI can guide #oncology research. @warwickmed @WarwickCRC @WarwickHealth Contact (adam.shephard) and other details in the poster. Please RT.
#TIAToolbox v1.3.1 has been released with exciting new features. Please follow the link below for further details. github.com/TissueImageAna…
📢 Join us to discuss the interface of clinical spectroscopy 🔬, digital pathology 📷, and artificial intelligence 🤖 at our Winter Sandpit in London, 3 February 2023. Free registration for clinicians, academics and early career researchers. clirpath-ai.org/winter-sandpit…
TIAToolbox v1.3.0 is now available with new features. Please see detailed release notes at this link github.com/TissueImageAna…
#IGUANA uses #TIAToolbox tile server for the interactive demo. Please see more details at this link iguana.dcs.warwick.ac.uk
[5/5] Check out our interactive demo (not optimised for smartphone) online at iguana.dcs.warwick.ac.uk 💻
[4/5] A key advantage of #IGUANA 🦎 is its ability to provide an #explainable output, highlighting potential abnormalities in a #WSI as a heatmap overlay, in addition to numerical values associating the model prediction with various histological features.
![simongraham73's tweet image. [4/5] A key advantage of #IGUANA 🦎 is its ability to provide an #explainable output, highlighting potential abnormalities in a #WSI as a heatmap overlay, in addition to numerical values associating the model prediction with various histological features.](https://pbs.twimg.com/media/Ffah4_ZXgAAb8Yk.jpg)
[1/5] How can we improve pathologist efficiency in screening of normal colon biopsies? Take a look at our new #preprint that tackles this issue using #interpretable #AI 🔬 🚀 @PathLAKE_CoE medrxiv.org/content/10.110…
![simongraham73's tweet image. [1/5] How can we improve pathologist efficiency in screening of normal colon biopsies? Take a look at our new #preprint that tackles this issue using #interpretable #AI 🔬 🚀 @PathLAKE_CoE
medrxiv.org/content/10.110…](https://pbs.twimg.com/media/FfagAQrXEAAxHvl.jpg)
Connecting AI & Pathology Using TIAToolbox bioengineeringcommunity.nature.com/posts/connecti…
💡 NEW RESEARCH! Pocock et al. develop TIAToolbox & demonstrate its applications as an end-to-end library for advanced tissue image analytics | @JohnathanPocock @sea_raza @TIAToolbox @TIAwarwick @fayyazhere @simongraham73 @nmrajpoot nature.com/articles/s4385…
nature.com
TIAToolbox as an end-to-end library for advanced tissue image analytics
Communications Medicine - Pocock, Graham et al. present TIAToolbox, a Python toolbox for computational pathology. The extendable library can be used for data loading, pre-processing, model...
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