Image from article in Radiology: Artificial Intelligence
Supporting communication in Radiology AI with ROADMAP, a new ontology https://doi.org/10.1148/ryai.260069 #SSR26 #SSR2026 #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
Recognizing our most engaged and thorough reviewers of 2025 with the Editor's Recognition Awards https://doi.org/10.1148/ryai.260178 #SSR26 #SSR2026 #MSKRad #radiology
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What a week at #SSR2026! Dr. Kevin McGill led a Hands-On Workshop & Dr. Joseph Knox presented an electronic exhibit on how 0.55T MRI reduces artifacts in postoperative lumbar spine imaging. Proud to have @ucsfimaging.bsky.social represented. #MSKrad
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MSK radiologists at #SSR2026 ➡️ if academic medicine is where you want to be, we are hiring! Faculty position with clinical work at Parnassus Campus & the UCSF Orthopedic Institute at Mission Bay. Learn more & apply: aprecruit.ucsf.edu/JPF05569 #MSKRad
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Image from article in Radiology: Artificial Intelligence
Our reviewers are the backbone of the journal. We thank them for sharing their knowledge. https://doi.org/10.1148/ryai.260176 #SSR26 #SSR2026 #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
Simple metrics can obscure the real value of AI models. Our new blog post looks beyond the flashy headlines of radiologist-level performance. radiologyai.substack.com/p/the-metric-mirage-why-... #SSR26 #SSR2026 #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
Deep learning–based assessment of coronary stenosis in vessels with heavily calcified plaques on coronary CT angiography https://doi.org/10.1148/ryai.250109 #SSR26 #SSR2026 #MSKRad #radiology
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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 #SSR26 #SSR2026 #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
A retrospective study of 127,114 patients establishes reference charts for CT-derived, whole-body anatomic volumes https://doi.org/10.1148/ryai.250506 #SSR26 #SSR2026 #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
From RSNA to SPR, Kaggle challenges promote AI innovation radiologyai.substack.com/p/spr-launches-a-new-kag... #SSR26 #SSR2026 #MSKRad #radiology
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Attending #SSR2026? We are currently recruiting a Musculoskeletal Radiologist for a faculty position at all ranks. Come find us at the meeting or apply here: aprecruit.ucsf.edu/JPF05569
#MSKRad
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Image from article in Radiology: Artificial Intelligence
UltraMC identified complex thyroid nodules and satisfactorily diagnosed conventional and mummified thyroid nodules in a large, multi-center study https://doi.org/10.1148/ryai.250383 #SSR26 #SSR2026 #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
An interpretable self-supervised, abnormality-aware strategy for multiview mammogram analysis developed using in a retrospective cohort of 1626 patients https://doi.org/10.1148/ryai.240646 #SSR26 #SSR2026 #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
Random convolutions serve as a data augmentation strategy for deep learning-based medical image segmentation models https://doi.org/10.1148/ryai.240502 @tum.de #SSR26 #SSR2026 #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
New commentary! US-based fetal imaging can detect spina bifida and cystic posterior fossa anomalies. https://doi.org/10.1148/ryai.260042 #SSR26 #SSR2026 #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
Deep learning–based assessment of coronary stenosis in vessels with heavily calcified plaques on coronary CT angiography https://doi.org/10.1148/ryai.250109 #SSR26 #SSR2026 #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
UltraMC identified complex thyroid nodules and satisfactorily diagnosed conventional and mummified thyroid nodules in a large, multi-center study https://doi.org/10.1148/ryai.250383 #SSR26 #SSR2026 #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
The LumbarDISC dataset: multisequence, multiplanar adult MRI lumbar spine data from 8 institutions, with image level annotations https://doi.org/10.1148/ryai.250480 @utah.edu #SSR26 #SSR2026 #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
Body Charts from CT Segmentations across the Adult Lifespan: Large-scale Cross-sectional and Longitudinal Analyses https://doi.org/10.1148/ryai.250506 #SSR26 #SSR2026 #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
An interpretable self-supervised, abnormality-aware strategy for multiview mammogram analysis developed using in a retrospective cohort of 1626 patients https://doi.org/10.1148/ryai.240646 #SSR26 #SSR2026 #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
The RSNA Lumbar Degenerative Imaging Spine Classification (LumbarDISC) Dataset https://doi.org/10.1148/ryai.250480 @utah.edu #SSR26 #SSR2026 #MSKRad #radiology
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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 #SSR26 #SSR2026 #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
A new foundation model for digital mammography that extracts key information from images and reports in label-limited settings https://doi.org/10.1148/ryai.240646 #ASSR26 #NeuroRad #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
From RSNA to SPR, Kaggle challenges promote AI innovation radiologyai.substack.com/p/spr-launches-a-new-kag... #ASSR26 #NeuroRad #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
Random Convolutions for Domain Generalization of Deep Learning-based Medical Image Segmentation Models https://doi.org/10.1148/ryai.240502 @tum.de #ASSR26 #NeuroRad #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
US-derived Pediatric Kidney Length and Volume Percentiles by Age: A Big Data Approach https://doi.org/10.1148/ryai.250056 #ASSR26 #NeuroRad #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
Deep Learning for Coronary Stenosis Detection in Heavily Calcified Plaques at Coronary CT Angiography: A Stepwise, Multicenter Study https://doi.org/10.1148/ryai.250109 #ASSR26 #NeuroRad #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
Why word count limits still matter in the age of digital articles radiologyai.substack.com/p/why-word-count-limits-... #ASSR26 #NeuroRad #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
Normative Trajectories of Extra-Axial Cerebrospinal Fluid during Childhood and Adolescence Defined in a Clinically Acquired MRI Dataset https://doi.org/10.1148/ryai.250123 #ASSR26 #NeuroRad #MSKRad #radiology
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Image from article in Radiology: Artificial Intelligence
In new Kaggle challenge, SPR asks researchers to predict BI-RADS from mammography reports radiologyai.substack.com/p/spr-launches-a-new-kag... #ASSR26 #NeuroRad #MSKRad #radiology
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