2 papers published today in @radiology-ai.bsky.social! Medical AI needs more than better models. It needs infrastructure for machine-readable models, datasets and evaluation. 📝ROADMAP: doi.org/10.1148/ryai... 📝Metrics: doi.org/10.1148/ryai... Thanks to @cekahn.bsky.social et al!

New commentary! Random convolutions for improving segmentation across different medical imaging domains https://doi.org/10.1148/ryai.251014 #ASPNR26 #PedsRad #NeuroRad #radiology

Introducing the LumbarDISC Dataset, the largest publicly available adult MRI lumbar spine dataset for degenerative disease https://doi.org/10.1148/ryai.250480 @utah.edu #MedicalImaging #MSKRad #MachineLearning

Introducing Dr. Merel Huisman https://radiologyai.substack.com/p/introducing-dr-merel-huisman #ASPNR26 #PedsRad #NeuroRad #radiology

Breast Cancers Detected and Missed by AI-CAD: Results from the AI-STREAM Trial https://doi.org/10.1148/ryai.250281 #BreastCancer #mammography #ML

It's been great to see @amia.org #informatics friends & colleagues in Atlanta! For those interested in #AI, come check out the Radiology: Artificial Intelligence journal (rsna.org/ai) and the journal blog, The Vasty Deep. #AMIA2025 #medsky

New blog post! Pouria Rouzrokh discusses the implications of prompt injection attacks for peer review https://radiologyai.substack.com/p/ai-manipulation-of-the-peer-review #AI #ML #MachineLearning

It's been great to see @amia.org #informatics friends & colleagues in Atlanta! For those interested in #AI, come check out the Radiology: Artificial Intelligence journal (rsna.org/ai) and the journal blog, The Vasty Deep. #AMIA2025 #medsky

Rigor vs. transparency in @US_FDA marketing authorization of AI-enabled #MedicalDevices https://doi.org/10.1148/ryai.250369#MedicalDevices@danafarber.bsky.social @fda.gov #AMIA2025 #AMIA25 #informatics #AI

Characterizing the Impact of Training Data on Generalizability: Application in Deep Learning to Estimate Lung Nodule Malignancy Risk https://doi.org/10.1148/ryai.240636 #LungCancer #cancer #MachineLearning

With this new blogging platform, we look forward to creating a lively forum for exchange of ideas https://radiologyai.substack.com/p/the-vasty-deep-we-begin-anew @cekahn.bsky.social @rsnasky.bsky.social #blog #radiology #MachineLearning

New blog post! Pouria Rouzrokh discusses the implications of prompt injection attacks for peer review https://radiologyai.substack.com/p/ai-manipulation-of-the-peer-review #AI #ML #MachineLearning

New Radiology: AI podcast https://rsnaradiologyai.libsyn.com/medarena-radiology-ai-being-twins-a-conversation-with-the-wu-brothers @rsnasky.bsky.social @cekahn.bsky.social @alitejanimd.bsky.social‬ #podcast #LLM #MachineLearning

Looking forward to presenting information about the #ROADMAP initiative at the upcoming #EuSoMII25 meeting! eusomii-annualmeeting2025.com @myesr.bsky.social

As AI in radiology transitions to #foundation models, dependence on expert annotations to prepare “AI-ready” datasets continues to evolve https://doi.org/10.1148/ryai.240631#foundation@monganmd.bsky.social #LLMs #DeepLearning #MachineLearning

Looking forward to presenting information about the #ROADMAP initiative at the upcoming #EuSoMII25 meeting! eusomii-annualmeeting2025.com @myesr.bsky.social

Our Presence on Bluesky https://pubs.rsna.org/page/ai/blog/our_presence_on_bluesky @radiology-ai.bsky.social @cekahn.bsky.social #SoMe #radiology #MachineLearning

I'm immensely grateful to our Editorial Board, reviewers, authors, and readers for making @radiology-ai.bsky.social a success! 🌟Many thanks to the superb @rsnasky.bsky.social staff -- and a special shout-out to our Deputy Editors: Drs. Aboian, Hsu, Kalpathy-Cramer, Kontos, & Sebro 🌟

I'm immensely grateful to our Editorial Board, reviewers, authors, and readers for making @radiology-ai.bsky.social a success! 🌟Many thanks to the superb @rsnasky.bsky.social staff -- and a special shout-out to our Deputy Editors: Drs. Aboian, Hsu, Kalpathy-Cramer, Kontos, & Sebro 🌟

Follow the journal's publications, blog posts, and other activities on Bluesky: https://bsky.app/profile/radiology-ai.bsky.social https://pubs.rsna.org/page/ai/blog/our_presence_on_bluesky @radiology-ai.bsky.social @cekahn.bsky.social #Radsky #ML #MachineLearning

#Dafne, a free, decentralized, collaborative #DeepLearning system for semantic segmentation of images through federated incremental learning https://doi.org/10.1148/ryai.240097#Dafne,#DeepLearning#ASCO25 #cancer #OncoRad #radiology

#Dafne, a free, decentralized, collaborative #DeepLearning system for semantic segmentation of images through federated incremental learning https://doi.org/10.1148/ryai.240097#Dafne,#DeepLearning#ASCO25 #cancer #OncoRad #radiology

Delighted to receive the Editor's Recognition Award with special distinction for @radiology-ai.bsky.social Special thanks to @cekahn.bsky.social @judywawira.bsky.social @merelhuisman.bsky.social @KMagudia and @radrudie.bsky.social Congratulations to all my fellow TEB members who were also awarded

Sham-AI model acting as a placebo control for intracranial aneurysm diagnosis to mitigate biases https://doi.org/10.1148/ryai.240140 #ShamAI #DeepLearning #ML

The May issue of Radiology: Artificial Intelligence is now online! bit.ly/NewRadAI

The latest issue of Radiology Advances is now online! bit.ly/3F4pMke

Special report on #cybersecurity threats and mitigation strategies for #LLMs in health care https://doi.org/10.1148/ryai.240739#cybersecurity#LLMsalitejanimd.bsky.social #ASNR25 #NeuroRad #radiology

Another example of opportunistic A.I. applied to medical imaging. @ai.nejm.org Quantifying coronary artery calcium score from chest CT (nongated, not performed for this purpose) ai.nejm.org/doi/full/10....

This collection of #DataResources articles provides valuable #datasets and other resources for #MachineLearning researchers!

After NIH staffing cuts, cancer patients in clinical trials worry they may lose crucial time. www.cnn.com/2025/05/14/h...

Special report on #cybersecurity threats and mitigation strategies for #LLMs in health care https://doi.org/10.1148/ryai.240739#cybersecurity#LLMsalitejanimd.bsky.social #ESGAR2025 #AbdRad #radiology

@cekahn.bsky.social, editor of Radiology: Artificial Intelligence, weighs in on how radiologists are harnessing the power of AI—while recognizing its current limitations. His insights highlight the critical role of expert interpretation in the age of AI. www.nytimes.com/2025/05/14/t...

Excellent article on #AI in #radiology by writer @stevelohr.bsky.social in today's @nytimes.com: 📰Your A.I. Radiologist Will Not Be With You Soon www.nytimes.com/2025/05/14/t... ... and appreciated the mention of @radiology-ai.bsky.social!

CLAIM: the Checklist for AI in Medical Imaging #guideline #checklist https://rsna.org/claim#guideline#checklist#AI #ML #ArtificialIntelligence

Better Data and Smarter #AI: Automated Quality Control for Chest Radiographs https://doi.org/10.1148/ryai.250135#AI: #QC #QualityControl #MachineLearning

Open-source #AI language models achieved 90%+ accuracy in extracting structured clinical data from #radiology and #pathology reports https://doi.org/10.1148/ryai.240551#AI#radiology#pathology#DeepLearning #LLM #LLMs

In our newest piece, we take a deep dive into how the NIH works, the effects of recent executive orders and cuts to funding, and what we stand to lose if current political interference remains unchallenged. Read it here: open.substack.com/pub/isabella...

It’s #WorldMalariaDay The good news: 2.2 billion #malaria cases and 12.7 million deaths have been averted since 2000. The bad news: after years of steady declines, progress has stalled. bit.ly/MalariaDay2025

RadLex, a comprehensive radiology lexicon developed by RSNA, celebrates its 20th anniversary this year. bit.ly/4lGFHFK

It's time to apply! We welcome applications for the @Radiology_AI Trainee Editorial Board from #radiology residents + fellows and from PhD students + postdocs in #AI related disciplines ➡️ rsna.org/education/tr... #MachineLearning #RadRes #DataScientist @rsnasky.bsky.social

It's time to apply! We welcome applications for the @Radiology_AI Trainee Editorial Board from #radiology residents + fellows and from PhD students + postdocs in #AI related disciplines ➡️ rsna.org/education/tr... #MachineLearning #RadRes #DataScientist @rsnasky.bsky.social

Unsupervised Deep Learning for Blood-Brain Barrier Leakage Detection in Diffuse Glioma Using Dynamic Contrast-enhanced MRI https://doi.org/10.1148/ryai.240507 #NeuroRad #AI #ML

So.. not exactly my best Finish Line Happy Face 🥶 Beautiful but COLD day for a #LuckOfTheIrish #5K with 2" snow falling, 20 mph winds, running into the wind at the finish...

When Doctors With A.I. Are Outperformed by A.I. Alone open.substack.com/pub/erictopo...

See you there! #IS25

When Doctors With A.I. Are Outperformed by A.I. Alone open.substack.com/pub/erictopo...

Dr. Flo Doo, @asset25.bsky.social, @katehanneman.bsky.social, @cekahn.bsky.social are joining us to discuss one of the most popular topics in radiology - Environmental Sustainability & AI! Register @ forms.gle/TLHd15oPCFqD... @radiology-ai.bsky.social #RadSky #Radiology #AI #science #innovation

Looking forward to participating!

FastMRI Breast: A Publicly Available Radial K-space Dataset of Breast Dynamic Contrast-enhanced MRI https://buff.ly/4fT1Son #OncoRad #BreastRad #ML

Check out The Vasty Deep, the @radiology-ai.bsky.social editor's blog! https://pubs.rsna.org/page/ai/blog #radiology#AI