ilastik Team and Anna Kreshuk's Lab @ilastik_team
ilastik is an open source toolkit for interactive machine learning. It is developed in Anna Kreshuk's lab at EMBL, where other ML research also happens. Heidelberg, Deutschland Joined December 2017-
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From Images to Knowledge (I2K) is going down @humantechnopole in Milan, Italy, from October 23-25 2024. 🗓️ 🚨Abstract and Workshop submission now OPEN 🚨 forms.gle/E2McVjKU1sAsF9… Invited speakers will soon be announced, but most talks will be selected from your🫵 abstracts!!! 📃
How can machine learning help you to analyze your microscopy images? Find out at the "Deep Learning for Microscopy Image Analysis" course at the @MBLScience in Woods Hole from Aug 21-Sep 5! Applications are due 🚨 April 17 🚨 Read on for more! 👇 mbl.edu/education/adva…
📢 📅 Deadline extended by one week! If you haven't submitted your application to the AI4Life Open Call yet, you have a bit more time now: bit.ly/AI4Life-2nd-op…
We're featuring the @AI4LifeTeam at the @EuroBioImaging #VirtualPub tomorrow. They have been busy in the first 2 years of the project developing a range of awesome tools that make AI solutions for image analysis more accessible for all researchers! Join the event and find out!
We're featuring the @AI4LifeTeam at the @EuroBioImaging #VirtualPub tomorrow. They have been busy in the first 2 years of the project developing a range of awesome tools that make AI solutions for image analysis more accessible for all researchers! Join the event and find out!
Great collaboration between biologists and computer scientists. Need robust 3D nuclear segmentation? In deeper tissue layers with poor nuclear staining? Wide applicability? This and more in our latest paper.. bit.ly/3uG2Brd #PlantScience #PlantBiology #PlantDevelopment
We have a fantastic project in collaboration with the best marine biologists studying weird and beautiful critters with EM and deep representation learning. Please, please, please, apply, or send your best students my way!
We have a fantastic project in collaboration with the best marine biologists studying weird and beautiful critters with EM and deep representation learning. Please, please, please, apply, or send your best students my way!
There is only one place to be October 23-25, and that place is Milan. See you there!
Join us for a week of collaborative hacking sessions to enhance the user experience of the BioImage Model Zoo @bioimageio. Meet like-minded experts, learn 🧠, and work together with others 💡👩💻👨🏾💻 Apply now: bit.ly/AI4Life-regist…
So proud! 😄👍: Our international working group published its White Paper with recommendations for an ideal world scenario for sharing imaging data to benefit life sciences arxiv.org/abs/2401.13023 Note: sister paper on FAIR data generation arxiv.org/abs/2401.13022
📣 Call to all life scientists! We're launching today the 2nd AI4Life Open Call! We will support projects in need of #DeepLearning image analysis support. Apply now! ai4life.eurobioimaging.eu/second-open-ca… ⏳Deadline: March 1, 2024 @REA_research #AI #Bioimaging #Imaging #ImageAnalysis
The family at the BioImage Model Zoo @bioimageio just got bigger with the addition of BiaPy 🎉 Learn more about this new member here: ai4life.eurobioimaging.eu/biapy-communit…
“AI under the microscope: the algorithms powering the search for cells” nature.com/articles/d4158…
We want to know what YOU are doing at the intersection of AI and biology! Submit your abstract, we made space for you!
We want to know what YOU are doing at the intersection of AI and biology! Submit your abstract, we made space for you!
(8/9) We're recruiting early testers to try it out! 📣 If you're keen to help us refine this exciting tool, sign up here 👇 🔗 forms.gle/fEnj68Rxut1VUX…
Are you ready for #EESAIBio?🤖🧬 🆕 This inaugural symposium will bring together researchers working at the intersection of #AI and biology to discuss theory, methods, and new application areas.🧑🏻💻 ✍🏻 Submit abstract by 5 Dec! 🔗 s.embl.org/ees24-01 #ArtificialIntelligence
😱📣 Scie[Twitter|X]: I NEED YOUR HELP!!! 🙏 All of you who ever liked a lecture of mine... All of you who liked one of the courses I teach in... All of you I work(ed) with in one way or another... All of you who see my desperation! 😜 PLEASE retweet! 🙏 careers.humantechnopole.it/o/postdoc-in-l…
Look how @ICCVConference makes people feel good about reviewing
@NatureCustom Hot off the press: Alliance researchers, @EMBLHeidelberg, @mpi_mr_hd , @UniHeidelberg and @uniklinik_hd interviewed by Nature about the impact of #collaborative and #interdisciplinary research.
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918 Followers 242 Following Tenure-Track-Professor for Multifactorial Data Analysis and Machine Learning in the Life Sciences @UniHeidelberg @COSHeidelberg & IWRLior Pachter @lpachter
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5K Followers 628 Following Account of the Saez-Rodriguez lab at Heidelberg University Lab members tweet about our news, activities & publicationsValentina Boeva @val_boeva
898 Followers 156 Following Assistant professor at the Department of Computer ScienceŽiga Avsec @Avsecz
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832 Followers 1K Following Head of Research and Development at the BioVisionCenter at the University of Zurich. Board member at Reatch. @[email protected]Stefania Marcotti @lankylaste
358 Followers 524 Following Data and image analysis for all things bio | Computational tinkerer | Researcher | @stramerlab | @MIC_KCL - views and typos all mine -I can't quite find the words to say how honored I feel to be named @ABRF's Mentor of the Year - it is far and away the proudest moment of my scientific lifetime. I feel incredibly privileged every day to get to work with an amazing team of brilliant, hard-working scientists (1/3)
I'm not a big fan of productivity hacks, I think the best thing you can do it just sit down, focus, and work on your shit. But I've been doing something for a couple of years now that has been life changing for me as someone running a medium sized lab, here's a 🧵about it 1/
Had a great time talking about science and challenges while having fun 🤩
Group and Facility Retreat 2024 - I’m sooo lucky to be working with this colorful bunch! 🤩 Thank you all for being awesome y’all!!! And… spoiler: more jobs will open over the next months! 😉 @humantechnopole
@imweio has introduced the ecosystem built around @bioimageio within AI4Life, including Hypha, BioEngine, the @bioimageio ChatBot... at the Microscopy data analysis @EBItraining course
Dominik Kutra from @ilastik_team is guiding a practical session on using ilastik for #ImageAnalysis tasks during the @EBItraining course microscopy data analysis. His top tip: For any #ImageAnalysis questions, be sure to check out image.sc! 🖥️🔬
Less than 24h for an exciting exercise that says "Load, use and fine-tune models from @bioimageio using #DL4MicEverywhere... and export them back to the #BioImageModelZoo format to reuse them in @ilastik_team @deepImageJ @Icy_BioImaging let's see how optimistic this can be 😎
🔬💻 The @EBItraining virtual course "Microscopy data analysis: machine learning and the BioImage Archive" starts today! The week comes packed with insights into #ZeroCostDL, @BioimageA, AI4Life tools, and more!
I'm excited to share our new project at the @focalplane_jcs webinar on Thurs! Microtutor is an interactive remote imaging education platform, integrated into the @GlobalBioImage training portal. @annaphoton, @sci_doodles & I are leading a team of collaborators including...(1/n)
We started releasing the first chapters of our Geometric Deep Learning book and the accompanying slides from the corresponding Oxford and Cambridge courses.
After 3 years, it's time for us to start sharing the chapters of the GDL book! ❤️ Also included: companion slides from our @Cambridge_Uni & @UniofOxford courses 🧑🎓 Chapter 1 is out **now**! More to follow soon 🎉 geometricdeeplearning.com/book 📖 @mmbronstein @joanbruna @TacoCohen
ScaleFold: Reducing AlphaFold Initial Training Time to 10 Hours arxiv.org/abs/2404.11068
The resilience of Ukrainian scientists Cell Systems asked Ukrainian scientists how they have been able to persist since the full-scale invasion of their country by Ruzzia. Incl a piece by Svitlana Dekina from @EMBLHeidelberg doi.org/10.1016/j.cels…
1/n Interested in large-scale foundation models for single-cell and spatial transcriptomics data and curious about using them to enrich your dissociated dataset with spatial context? Happy to share our preprint “Nicheformer: a foundation model for single-cell and spatial omics”.
Excited to share Nicheformer! Led by @Alejandro__TL & @AnnaCSchaar, Nicheformer is a foundation model for single-cell & spatial omics. Its innovation is going beyond disassociated analysis to capture & predict local tissue context at single-cell level. biorxiv.org/content/10.110…
We are looking for a light microscopy specialist to support the Advanced Light Microscopy Facility (ALMF) @embl in Heidelberg. embl.org/jobs/position/… @GerBI_GMB @BioImagingUK @EuLiMI1 @DBioimaging @EuroBioImaging @Fr_BioImaging @GlobalBioImage
Attending the EMBO|EMBL Symposium #EESMechanobiology as the whole family with @JakubSumbal and our 👶. We are grateful for the @embl facilities, such as the nursing room and changing tables, that made this possible. Little things - huge impact! 🔬👶🍼 #ScienceFamily
In 2021, we published nnU-Net addressing an ongoing bias towards novel architectures in medical image segmentation. Now, 3 years later, we observe that this innovation bias prevails, and - despite recent claims - scaled U-Net variants remain SotA, at least on current benchmarks.
Concerning results: We've evaluated Transformer-, Mamba-, and CNN-based architectures, revealing widespread validation flaws in #MedicalImageSegmentation. Many claims of superiority do not withstand strict testing. Time to push for rigor in the field :) arxiv.org/pdf/2404.09556…
Good news everyone: we extended the deadline for applications by two weeks until May 1st! mbl.edu/education/adva…
How can machine learning help you to analyze your microscopy images? Find out at the "Deep Learning for Microscopy Image Analysis" course at the @MBLScience in Woods Hole from Aug 21-Sep 5! Applications are due 🚨 April 17 🚨 Read on for more! 👇 mbl.edu/education/adva…
📢'The World Is Your Oyster' is for those who are born in global north countries--don't experience visa bureaucracy & emotional burden that non-white global south scholars do. Citizenship is a privilege that we need to recognize in the academe. 1/n nature.com/articles/d4158…
We had the pleasure of hearing all about @florianjug's many endeavors, ranging from work in the @jug_lab to @AI4LifeTeam, in a special seminar!
If you are interested in learning or showcasing the latest development in how to convert your microscopy images into biological knowledge, the I2K conference is the place you don't want to miss. Submit your presentation abstract or workshop proposal: forms.gle/E2McVjKU1sAsF9…
From Images to Knowledge (I2K) is going down @humantechnopole in Milan, Italy, from October 23-25 2024. 🗓️ 🚨Abstract and Workshop submission now OPEN 🚨 forms.gle/E2McVjKU1sAsF9… Invited speakers will soon be announced, but most talks will be selected from your🫵 abstracts!!! 📃
Excited to introduce DinoBloom🦖🌺, an open-source foundation model family (Vit-S to G) for general cell embeddings in #hematology🩸 Trained w mod. #DINOv2 on 13 datasets w 380,000+ WBC images of blood & bonemarrow. Evaluated on AML subtype & cell classification (knn, lin probe)