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!
Image from article in Radiology: Artificial Intelligence
New commentary! Random convolutions for improving segmentation across different medical imaging domains https://doi.org/10.1148/ryai.251014 #ASPNR26 #PedsRad #NeuroRad #radiology
Image from article in Radiology: Artificial Intelligence
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
Image from article in Radiology: Artificial Intelligence
Introducing Dr. Merel Huisman radiologyai.substack.com/p/introducing-dr-merel-h... #ASPNR26 #PedsRad #NeuroRad #radiology
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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
Image from article in Radiology: Artificial Intelligence
New blog post! Pouria Rouzrokh discusses the implications of prompt injection attacks for peer review radiologyai.substack.com/p/ai-manipulation-of-the... #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
Image from article in Radiology: Artificial Intelligence
Rigor vs. transparency in @US_FDA marketing authorization of AI-enabled #MedicalDevices https://doi.org/10.1148/ryai.250369 @danafarber.bsky.social @fda.gov #AMIA2025 #AMIA25 #informatics #AI
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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
Image from article in Radiology: Artificial Intelligence
With this new blogging platform, we look forward to creating a lively forum for exchange of ideas radiologyai.substack.com/p/the-vasty-deep-we-begi... @cekahn.bsky.social @rsnasky.bsky.social #blog #radiology #MachineLearning
Image from article in Radiology: Artificial Intelligence
New blog post! Pouria Rouzrokh discusses the implications of prompt injection attacks for peer review radiologyai.substack.com/p/ai-manipulation-of-the... #AI #ML #MachineLearning
Image from article in Radiology: Artificial Intelligence
New Radiology: AI podcast rsnaradiologyai.libsyn.com/medarena-radiology-ai-be... @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
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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 @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
Image from article in Radiology: Artificial Intelligence
Our Presence on Bluesky pubs.rsna.org/page/ai/blog/our_presenc... @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 🌟
Image from article in Radiology: Artificial Intelligence
Follow the journal's publications, blog posts, and other activities on Bluesky: https://bsky.app/profile/radiology-ai.bsky.social pubs.rsna.org/page/ai/blog/our_presenc... @radiology-ai.bsky.social @cekahn.bsky.social #Radsky #ML #MachineLearning
Image from article in Radiology: Artificial Intelligence
#Dafne, a free, decentralized, collaborative #DeepLearning system for semantic segmentation of images through federated incremental learning https://doi.org/10.1148/ryai.240097 #ASCO25 #cancer #OncoRad #radiology
Image from article in Radiology: Artificial Intelligence
#Dafne, a free, decentralized, collaborative #DeepLearning system for semantic segmentation of images through federated incremental learning https://doi.org/10.1148/ryai.240097 #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
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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
Image from article in Radiology: Artificial Intelligence
Special report on #cybersecurity threats and mitigation strategies for #LLMs in health care https://doi.org/10.1148/ryai.240739 @alitejanimd.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!
