Kelu Ghosh retweeted
BOOM! OPEN SOURCE MRI!
You can now 3D-print the core of an MRI scanner.
A machine that hospitals pay $1.1 million to $3.4 million for has been broken open. The OSI² ONE and its educational siblings deliver real images of heads and limbs for a fraction of the cost, using a permanent-magnet Halbach array, 3D-printed structures, and fully open designs.
This is not a toy or a simulation. Working systems already produce in-vivo images in Leiden, Utrecht, Berlin, and Uganda.
The magnet alone—396 carefully oriented neodymium cubes in a cylindrical Halbach array—costs about $1,370. A complete scanner lands between $28,500 and $68,000 depending on the console and coils you choose.
No superconducting magnets. No liquid helium. No specialized power infrastructure. It runs from a standard wall outlet and weighs roughly 150 kg.
The physics is elegant. A Halbach array arranges permanent magnets so their fields reinforce inside the bore and nearly cancel outside. The result is a usable 50 mT field strong enough for diagnostic-quality imaging of extremities and the head when paired with clever gradient coils, RF coils, and modern reconstruction. Spatial resolution reaches about 1.5 × 1.5 × 5 mm³.
The designs are modular: build the magnet first, verify and shim the field with a 3D-printer-turned-field-scanner, then add gradients and RF hardware.
The plans are public
Everything needed to replicate or improve the system lives in open repositories:
• Primary project hub and documentation: opensourceimaging.org/projec…
• Full OSI² repositories (hardware, software, magnets): gitlab.com/osii/
• Educational build focused on the Halbach frame, shimming, gradients, and student workshops (Utrecht / Lili’s Proto Lab): github.com/LilisProtoLab/osi…
• Magnet-specific details: opensourceimaging.org/projec…
Hardware is released under CERN-OHL-W. Most software is GPL-3.0.
Where AI multiplies the impact
Low-field MRI has historically been limited by lower signal-to-noise and greater field inhomogeneity. That is exactly the regime where modern AI thrives.
Image reconstruction becomes dramatically better when deep networks trained on high-field data or physics-informed models denoise, correct for inhomogeneity, and push resolution beyond the raw acquisition limits. Real-time sequence adaptation can adjust gradients and RF pulses on the fly as the AI monitors signal quality.
Magnet design itself can be optimized by evolutionary algorithms or differentiable physics engines that search for better Halbach geometries or shim placements than human intuition alone can find.
Further out, local AI agents turn these scanners into autonomous diagnostic nodes. A small clinic or even a well-equipped garage workshop could run overnight scans, flag anomalies, and queue results for a remote radiologist—or eventually for a specialized medical model.
Synthetic data generation from the open designs lets researchers train robust models without proprietary hospital datasets. Robotics integration (patient positioning, coil placement, maintenance) becomes straightforward once the hardware is open and standardized.
In the longer arc of the Abundance Interregnum, this is the shape of things: sophisticated medical instruments that no longer require billion-dollar supply chains or national infrastructure.
A distributed network of open, AI-augmented low-field scanners could bring advanced imaging to places that have never had it, while simultaneously giving makers, universities, and small labs the ability to experiment, improve, and specialize the technology.
The plans are already on the table. The magnets are commercial off-the-shelf. The 3D printers exist in thousands of workshops. The AI tools for reconstruction and design optimization improve every month.
What was once the exclusive domain of major hospitals is becoming a community engineering project.
This is how abundance arrives—one open, reproducible, AI-extendable system at a time.
Kelu Ghosh retweeted
How can collaboration shape the cities of tomorrow? 🚀 On 15 September, our partner, #SIN, visited #Holbæk Kommune to run a Placemaking Maptivity workshop - an innovative tool developed within the @probonoh2020 project. Learn more👇
linkedin.com/feed/update/urn… #SocialInnovation
Kelu Ghosh retweeted
Kelu Ghosh's @Raspberry_Pi Pico W-powered "pic0rick" delivers low-cost ultrasound experimentation. hackster.io/news/kelu-ghosh-…
Kelu Ghosh retweeted
PROBONO Madrid Living Lab pioneers citizen-driven urban development🏗️ Join us in creating Green Building Neighbourhoods and shaping the future of Madrid's landscape by participating in our online survey🤝 probonoh2020.eu/post/madrid-…
#PROBONO #MadridLivingLab #CommunityEngagement
Kelu Ghosh retweeted
🚀 Dive into the world of #standardisation with our latest article! 📚Discover how standardisation is revolutionising @probonoh2020 , boosting our mission's impact and ensuring market acceptance. 🌟
Check out the article here: 🔗 probonoh2020.eu/post/what-op…
@DIN_Norm
Kelu Ghosh retweeted
El proyecto de investigación @probonoh2020, en el que participa Crea Madrid Nuevo Norte, quiere conocer tu opinión.
Accede a esta encuesta en la que podrás dar tu punto de vista sobre las infraestructuras que necesita un barrio para ser sostenible.
probonoh2020.eu/post/madrid-…
PROBONO Madrid Living Lab pioneers citizen-driven urban development🏗️ Join us in creating Green Building Neighbourhoods and shaping the future of Madrid's landscape by participating in our online survey🤝 probonoh2020.eu/post/madrid-…
#PROBONO #MadridLivingLab #CommunityEngagement
Kelu Ghosh retweeted
Time's ticking⏳Join us at @Enlit_Europe 2023! 🚀
🗓️ Nov 28-30, 2023
📍 Paris Expo, France
Meet @probonoh2020 at Stand 7.2.H80-35. Don't miss Magdalena Rozanska's talk on Nov 29, 11:30!
Hurry! Claim your spot. 🎫
#PROBONO #ENLITEurope2023 #WeAreEnlit
Exciting news! 🚀 @probonoh2020 project joins @Enlit_Europe 2023!
🗓️ Save the Date: Nov 28-30, 2023
📍 Paris, France
Join us at Stand 7.2.H80-35, explore our work, and don't miss Magdalena Rozanska's presentation on Nov 29, 11:30.
Learn more👇
probonoh2020.eu/post/probono…
Kelu Ghosh retweeted
Well done to Jihane Tahri Hassani @Mott MacDonald winner of #NCEGrads Outstanding Contribution to Digital Engineering #winner #engineeringawards
Allez Jihane! Well done :)
Well done to Jihane Tahri Hassani @Mott MacDonald winner of #NCEGrads Outstanding Contribution to Digital Engineering #winner #engineeringawards
Kelu Ghosh retweeted
l'échographie en communs
dans binaire
interview de Mehdi Benchoufi,
l’un des cofondateurs et le président de echOpen Factory, une startup de la santé qui développe et commercialise un échographe ultra portable, à bas coût.
lemonde.fr/blog/binaire/2023…
Kelu Ghosh retweeted
Replying to @ampol_moment
Facebook did to old people what they thought video games would do to kids
Kelu Ghosh retweeted
Accessible sidewalks are vital for people to come together in cities. To improve accessibility, @projsidewalk maps and assesses the location and condition of sidewalks, through remote crowdsourcing and computer vision.
Read our interview w/ @jonfroehlich: wrld.bg/GS7C50INshJ
Kelu Ghosh retweeted
I am virtually sure it's the most detailed ISS lunar transit to date 😊
I had to ride 250 km from home and find a remote place in the countryside between the blankets of fog, for this 1/2 second transit at 27000 km/h.
The image without compression: astrophoto.fr/transit_iss_mo…
Kelu Ghosh retweeted
Ultraschall zugänglicher machen und zerstörungsfreies Prüfen ermöglichen, z.B. im Bereich der Reparatur oder in der Medizin - un0rick.cc/ #OpenHardware #ultrasound
#Openhardware #ultrasound milestones!
Reached 100 orders on @tindie at tindie.com/stores/kelu124/, 2k+ followers on @hackaday hackaday.io/project/9281-mur…, and 670+ stars on top4 repos (ultrasound & #fpga) at github.com/kelu124
Exciting! If only there were no chip shortage.. ;)
Kelu Ghosh retweeted
Bravo à toute l'équipe d'@echOpenorg @mehdi_benchoufi pour ce projet en tous points exceptionnel et bravo à l'@APHP pour cette 1ère prise de participation 👍💪💪
« Le stéthoscope du XXIème siècle » sera 🇫🇷!
aphp.fr/contenu/ap-hp-echope…
Good work @echopenorg @echOpenfactory , congrats! Word is out that things are going well for the project, some interesting points, especially when public authorities are aligned with growing local capability and social outcomes! franceinter.fr/emissions/l-e…
"A cellular platform for the development of synthetic living machines" -- aka #xenobots. Interesting read and curious to see what will emerge. Looks like a verifiable #verilog of 'living bots'.
"Collections of them in a petri dish act like a community" ^^
quantamagazine.org/cells-for…





















