AI4Life
@ai4life.bsky.social
Artificial Intelligence For Image Data Analysis in The Life Sciences, funded by Horizon Europe, created to serve YOU!
⏳ Extra time unlocked!
The #AI4Life challenges deadline is now August 31 — more time to train, tweak, and triumph with your best AI models for bioimage analysis!
🚀 Take on the challenge:
1️⃣ Denoising: ai4life-mdc25.grand-challenge.org
2️⃣ Calcium Imaging: ai4life-cidc25.grand-challenge.org
The #AI4Life challenges deadline is now August 31 — more time to train, tweak, and triumph with your best AI models for bioimage analysis!
🚀 Take on the challenge:
1️⃣ Denoising: ai4life-mdc25.grand-challenge.org
2️⃣ Calcium Imaging: ai4life-cidc25.grand-challenge.org
August 12, 2025 at 2:50 PM
⏳ Extra time unlocked!
The #AI4Life challenges deadline is now August 31 — more time to train, tweak, and triumph with your best AI models for bioimage analysis!
🚀 Take on the challenge:
1️⃣ Denoising: ai4life-mdc25.grand-challenge.org
2️⃣ Calcium Imaging: ai4life-cidc25.grand-challenge.org
The #AI4Life challenges deadline is now August 31 — more time to train, tweak, and triumph with your best AI models for bioimage analysis!
🚀 Take on the challenge:
1️⃣ Denoising: ai4life-mdc25.grand-challenge.org
2️⃣ Calcium Imaging: ai4life-cidc25.grand-challenge.org
3rd challenge from AI4Life! We're inviting the community to design unsupervised models that preserve spatial & temporal patterns in neuronal data.
📅 Open till Aug 11, 2025
🚀 Join now: ai4life.eurobioimaging.eu/challenge-3/
📅 Open till Aug 11, 2025
🚀 Join now: ai4life.eurobioimaging.eu/challenge-3/
July 10, 2025 at 2:39 PM
3rd challenge from AI4Life! We're inviting the community to design unsupervised models that preserve spatial & temporal patterns in neuronal data.
📅 Open till Aug 11, 2025
🚀 Join now: ai4life.eurobioimaging.eu/challenge-3/
📅 Open till Aug 11, 2025
🚀 Join now: ai4life.eurobioimaging.eu/challenge-3/
🐾 The BioImage Model Zoo just got a major upgrade!
It has been fully redesigned, offering a new backend, model uploader, community curation tools, and integrated browser-based test runs powered by BioEngine. 🧪
Explore now 👉 bioimage.io
It has been fully redesigned, offering a new backend, model uploader, community curation tools, and integrated browser-based test runs powered by BioEngine. 🧪
Explore now 👉 bioimage.io
June 30, 2025 at 1:27 PM
🐾 The BioImage Model Zoo just got a major upgrade!
It has been fully redesigned, offering a new backend, model uploader, community curation tools, and integrated browser-based test runs powered by BioEngine. 🧪
Explore now 👉 bioimage.io
It has been fully redesigned, offering a new backend, model uploader, community curation tools, and integrated browser-based test runs powered by BioEngine. 🧪
Explore now 👉 bioimage.io
The 2nd AI4Life Challenge is live!
Calling the AI & bioimaging community to tackle a key microscopy challenge: removing noise while preserving detail.
📦 Paired noisy/clean datasets
📈 Ground-truth evaluation
🧠 DL focus
Build, test, compete 👉 ai4life.eurobioimaging.eu/challenge-2/
Calling the AI & bioimaging community to tackle a key microscopy challenge: removing noise while preserving detail.
📦 Paired noisy/clean datasets
📈 Ground-truth evaluation
🧠 DL focus
Build, test, compete 👉 ai4life.eurobioimaging.eu/challenge-2/
June 27, 2025 at 1:33 PM
The 2nd AI4Life Challenge is live!
Calling the AI & bioimaging community to tackle a key microscopy challenge: removing noise while preserving detail.
📦 Paired noisy/clean datasets
📈 Ground-truth evaluation
🧠 DL focus
Build, test, compete 👉 ai4life.eurobioimaging.eu/challenge-2/
Calling the AI & bioimaging community to tackle a key microscopy challenge: removing noise while preserving detail.
📦 Paired noisy/clean datasets
📈 Ground-truth evaluation
🧠 DL focus
Build, test, compete 👉 ai4life.eurobioimaging.eu/challenge-2/
Ever wished your AI model could test itself before you download it? Now it can.
AI4Life has a new model evaluation platform that connects models from the BioImage Model Zoo to real data in the @bioimagearchive.bsky.social.
Details here 👉 ai4life.eurobioimaging.eu/the-ai4life-...
AI4Life has a new model evaluation platform that connects models from the BioImage Model Zoo to real data in the @bioimagearchive.bsky.social.
Details here 👉 ai4life.eurobioimaging.eu/the-ai4life-...
June 26, 2025 at 2:24 PM
Ever wished your AI model could test itself before you download it? Now it can.
AI4Life has a new model evaluation platform that connects models from the BioImage Model Zoo to real data in the @bioimagearchive.bsky.social.
Details here 👉 ai4life.eurobioimaging.eu/the-ai4life-...
AI4Life has a new model evaluation platform that connects models from the BioImage Model Zoo to real data in the @bioimagearchive.bsky.social.
Details here 👉 ai4life.eurobioimaging.eu/the-ai4life-...
The AI4Life Community Event comes to a close. We wrapped up with a big-picture discussion around the sustainability of services and the role that AI4Life plays in the EOSC.
Thank you to everyone who joined us in Helsinki and online! 🦒
Stay connected 💚
Thank you to everyone who joined us in Helsinki and online! 🦒
Stay connected 💚
May 28, 2025 at 8:35 PM
The AI4Life Community Event comes to a close. We wrapped up with a big-picture discussion around the sustainability of services and the role that AI4Life plays in the EOSC.
Thank you to everyone who joined us in Helsinki and online! 🦒
Stay connected 💚
Thank you to everyone who joined us in Helsinki and online! 🦒
Stay connected 💚
📘 Where science meets policy: Stefan Liebler (European Commission 🇪🇺) shares insights on Open Science, AI, EOSC, and how projects like AI4Life support the European research strategy. But also, he showcased notebooks running on the EOSC EU node! 🤖
May 28, 2025 at 12:36 PM
📘 Where science meets policy: Stefan Liebler (European Commission 🇪🇺) shares insights on Open Science, AI, EOSC, and how projects like AI4Life support the European research strategy. But also, he showcased notebooks running on the EOSC EU node! 🤖
☁️ Interoperability in action: @ai4eosc.eu’s AI4Life cloud marketplace lets researchers run Bioimage.IO models. A true success story of aligning European infrastructure for science. Thanks to our friends at @ai4eosc.eu for making this possible!
May 28, 2025 at 12:02 PM
☁️ Interoperability in action: @ai4eosc.eu’s AI4Life cloud marketplace lets researchers run Bioimage.IO models. A true success story of aligning European infrastructure for science. Thanks to our friends at @ai4eosc.eu for making this possible!
🌐 Shoutout to @globias.bsky.social, one of our global partners in promoting community-driven AI presented by @mycroscopy.bsky.social
🎥 Did you catch our joint seminar series? Don't forget to register for the upcoming ones!
bit.ly/registration...
🎥 Did you catch our joint seminar series? Don't forget to register for the upcoming ones!
bit.ly/registration...
May 28, 2025 at 11:58 AM
🌐 Shoutout to @globias.bsky.social, one of our global partners in promoting community-driven AI presented by @mycroscopy.bsky.social
🎥 Did you catch our joint seminar series? Don't forget to register for the upcoming ones!
bit.ly/registration...
🎥 Did you catch our joint seminar series? Don't forget to register for the upcoming ones!
bit.ly/registration...
Partner Research infrastructures in AI4Life have been instrumental in the reach of use cases gathered at the open calls. We heard today about some successful projects!
@embrc-eu.bsky.social, EU-OPENSCREEN, EMPHASIS and @instruct-eric.bsky.social
@embrc-eu.bsky.social, EU-OPENSCREEN, EMPHASIS and @instruct-eric.bsky.social
May 28, 2025 at 11:43 AM
Partner Research infrastructures in AI4Life have been instrumental in the reach of use cases gathered at the open calls. We heard today about some successful projects!
@embrc-eu.bsky.social, EU-OPENSCREEN, EMPHASIS and @instruct-eric.bsky.social
@embrc-eu.bsky.social, EU-OPENSCREEN, EMPHASIS and @instruct-eric.bsky.social
Industry collaboration is key to real-world impact. @zeiss-microscopy.bsky.social is a contributor to CAREamics, one of the BioImage.IO community partners. Also, Bioimage.IO models can be applied right after image acquisition with ZEN API. We need more of that!
May 28, 2025 at 11:24 AM
Industry collaboration is key to real-world impact. @zeiss-microscopy.bsky.social is a contributor to CAREamics, one of the BioImage.IO community partners. Also, Bioimage.IO models can be applied right after image acquisition with ZEN API. We need more of that!
💬 After lunch, we’re back with the AI4Life Community: tool builders, research infrastructures, and industry voices. Community tools like @biapyx.bsky.social and SpotMAX show how AI4Life partners are building bridges between developers and end users.
May 28, 2025 at 10:56 AM
💬 After lunch, we’re back with the AI4Life Community: tool builders, research infrastructures, and industry voices. Community tools like @biapyx.bsky.social and SpotMAX show how AI4Life partners are building bridges between developers and end users.
💡Success stories from AI4Life: From the BioImage.IO models to @bioimagearchive.bsky.social’s AI-ready datasets, and community resources like the Helpdesk, Open Calls, and Challenges — see how it all connects in one ecosystem!
May 28, 2025 at 10:27 AM
💡Success stories from AI4Life: From the BioImage.IO models to @bioimagearchive.bsky.social’s AI-ready datasets, and community resources like the Helpdesk, Open Calls, and Challenges — see how it all connects in one ecosystem!
Irina Belaia from the Finnish Advanced Microscopy @eurobioimaging.bsky.social Node shares their experience using AI for user projects. Did you know that they offer open access to image analysis services through @eurobioimaging.bsky.social? @turkubioimaging.bsky.social
May 28, 2025 at 6:51 AM
Irina Belaia from the Finnish Advanced Microscopy @eurobioimaging.bsky.social Node shares their experience using AI for user projects. Did you know that they offer open access to image analysis services through @eurobioimaging.bsky.social? @turkubioimaging.bsky.social
📸 Good morning from Helsinki! 🇫🇮
We're back for Day 2 of the AI4Life Community Event and we’re kicking things off with a warm welcome from John Eriksson and @antjekeppler.bsky.social @eurobioimaging.bsky.social
We're back for Day 2 of the AI4Life Community Event and we’re kicking things off with a warm welcome from John Eriksson and @antjekeppler.bsky.social @eurobioimaging.bsky.social
May 28, 2025 at 6:34 AM
📸 Good morning from Helsinki! 🇫🇮
We're back for Day 2 of the AI4Life Community Event and we’re kicking things off with a warm welcome from John Eriksson and @antjekeppler.bsky.social @eurobioimaging.bsky.social
We're back for Day 2 of the AI4Life Community Event and we’re kicking things off with a warm welcome from John Eriksson and @antjekeppler.bsky.social @eurobioimaging.bsky.social
🧩 The dream: FAIR models and data. Only standards can solve the MxN problem, and this session is exactly about that. And we wrap up today’s workshops with a group reflection:
Why are FAIR resources essential for scientific progress?
Why are FAIR resources essential for scientific progress?
May 27, 2025 at 2:41 PM
🧩 The dream: FAIR models and data. Only standards can solve the MxN problem, and this session is exactly about that. And we wrap up today’s workshops with a group reflection:
Why are FAIR resources essential for scientific progress?
Why are FAIR resources essential for scientific progress?
Want to host your own AI models without relying on external infrastructure?
Enter BioEngine
ai4life.eurobioimaging.eu/announcing-b...
Your go-to for flexible, self-hosted bioimage analysis. Open source, scalable, and built for you!
Enter BioEngine
ai4life.eurobioimaging.eu/announcing-b...
Your go-to for flexible, self-hosted bioimage analysis. Open source, scalable, and built for you!
May 27, 2025 at 12:45 PM
Want to host your own AI models without relying on external infrastructure?
Enter BioEngine
ai4life.eurobioimaging.eu/announcing-b...
Your go-to for flexible, self-hosted bioimage analysis. Open source, scalable, and built for you!
Enter BioEngine
ai4life.eurobioimaging.eu/announcing-b...
Your go-to for flexible, self-hosted bioimage analysis. Open source, scalable, and built for you!
🔧 Time for our tech-savvy crowd!
The afternoon kicks off with a workshop for developers and image analysts: creating, uploading, containerising, and deploying models like a pro.
The afternoon kicks off with a workshop for developers and image analysts: creating, uploading, containerising, and deploying models like a pro.
May 27, 2025 at 11:17 AM
🔧 Time for our tech-savvy crowd!
The afternoon kicks off with a workshop for developers and image analysts: creating, uploading, containerising, and deploying models like a pro.
The afternoon kicks off with a workshop for developers and image analysts: creating, uploading, containerising, and deploying models like a pro.
📊 What does AI-ready data actually look like?
Time to find out! Head over to @bioimagearchive.bsky.social’s gallery — it’s like an art museum for high-quality training data and metadata. Perfect for your next model!
www.ebi.ac.uk/bioimage-arc...
Time to find out! Head over to @bioimagearchive.bsky.social’s gallery — it’s like an art museum for high-quality training data and metadata. Perfect for your next model!
www.ebi.ac.uk/bioimage-arc...
May 27, 2025 at 9:42 AM
📊 What does AI-ready data actually look like?
Time to find out! Head over to @bioimagearchive.bsky.social’s gallery — it’s like an art museum for high-quality training data and metadata. Perfect for your next model!
www.ebi.ac.uk/bioimage-arc...
Time to find out! Head over to @bioimagearchive.bsky.social’s gallery — it’s like an art museum for high-quality training data and metadata. Perfect for your next model!
www.ebi.ac.uk/bioimage-arc...
🧠 AI4Life wouldn’t be the same without the amazing BioImage.IO community partners!
Now showcasing real-world tools from our partners: DeepIcy, @biapyx.bsky.social, SpotMAX and QuPath.
Huge thanks to our collaborators!
Now showcasing real-world tools from our partners: DeepIcy, @biapyx.bsky.social, SpotMAX and QuPath.
Huge thanks to our collaborators!
May 27, 2025 at 9:05 AM
🧠 AI4Life wouldn’t be the same without the amazing BioImage.IO community partners!
Now showcasing real-world tools from our partners: DeepIcy, @biapyx.bsky.social, SpotMAX and QuPath.
Huge thanks to our collaborators!
Now showcasing real-world tools from our partners: DeepIcy, @biapyx.bsky.social, SpotMAX and QuPath.
Huge thanks to our collaborators!
First workshop is rolling! 🚀 We’re diving into the BioImage Model Zoo @bioimageIO — where life scientists meet powerful AI tools for bioimage analysis.
Let’s explore what’s inside the Zoo! 🐾
Let’s explore what’s inside the Zoo! 🐾
May 27, 2025 at 6:43 AM
First workshop is rolling! 🚀 We’re diving into the BioImage Model Zoo @bioimageIO — where life scientists meet powerful AI tools for bioimage analysis.
Let’s explore what’s inside the Zoo! 🐾
Let’s explore what’s inside the Zoo! 🐾
The AI4Life Community Event has officially begun! 🦒
We're live from Katajanokan Kasino in Helsinki 🇫🇮, welcoming participants from across Europe and beyond. Stay tuned for highlights!
We're live from Katajanokan Kasino in Helsinki 🇫🇮, welcoming participants from across Europe and beyond. Stay tuned for highlights!
May 27, 2025 at 6:02 AM
The AI4Life Community Event has officially begun! 🦒
We're live from Katajanokan Kasino in Helsinki 🇫🇮, welcoming participants from across Europe and beyond. Stay tuned for highlights!
We're live from Katajanokan Kasino in Helsinki 🇫🇮, welcoming participants from across Europe and beyond. Stay tuned for highlights!
🎤 AI4Life continues its presence at the @bioimagearchive.bsky.social course! Esti presents BioImage.IO, emphasizing the importance of keeping AI models accessible, reproducible, and interoperable. With so many image analysis tools out there, common model standards are the way forward!
April 2, 2025 at 12:20 PM
🎤 AI4Life continues its presence at the @bioimagearchive.bsky.social course! Esti presents BioImage.IO, emphasizing the importance of keeping AI models accessible, reproducible, and interoperable. With so many image analysis tools out there, common model standards are the way forward!
At the @training.ebi.embl.org course on Microscopy Data Analysis: Machine Learning & @bioimagearchive.bsky.social, Dominik Kutra from @ilastik-team.bsky.social introduced ilastik and how it supports image analysis. Now, it's time for a hands-on session! 🚀 #BioImageAnalysis #MachineLearning
April 2, 2025 at 8:51 AM
At the @training.ebi.embl.org course on Microscopy Data Analysis: Machine Learning & @bioimagearchive.bsky.social, Dominik Kutra from @ilastik-team.bsky.social introduced ilastik and how it supports image analysis. Now, it's time for a hands-on session! 🚀 #BioImageAnalysis #MachineLearning