Image from article in Radiology: Artificial Intelligence

Experimenting with regulations: The role of regulatory sandboxes in governing AI for radiology radiologyai.substack.com/p/experimenting-with-reg... #ARRS26 #ARRS2026 #radiology

Knee “giving out”?

Think patellar instability.

Recurrent lateral patellar displacement is often due to trochlear dysplasia, patella alta, or MPFL injury.

Follow for more quick sports med breakdowns.

#Radiology #MedEd #Physio #ATC #Orthopedics #SportsMedicine

Image from article in Radiology: Artificial Intelligence

Development of an Integrated Deep Learning Approach for Detecting Fetal Brain Abnormalities in Routine Second Trimester Ultrasound Scan: A Multicenter Study https://doi.org/10.1148/ryai.250737 #ARRS26 #ARRS2026 #radiology

CMS MIPS Quality Measures are “Topped Out” when Over 90% of Eligible Physicians Have Never Reported their Performance New Neiman Institute research found that most Merit-Based Incentive Payment System quality measures designated as “topped out” by the Centers for Medicare & Medicaid Services were reported by …

New study in @healthaffairs.bsky.social Scholar: Research finds CMS MIPS measure capping may undermine quality improvement goals. Evidence from the Neiman Institute raises key policy questions. #Medicare #MIPS #ValueBasedCare #CMS #Radiology
www.neimanhpi.org/press-releas...

What can cause small gallbladder? https://gamuts.net/x/5285 #radiology #FOAMed #diagnosis

ARRS: Emergency radiologists can plan for care during system downtimes Emergency radiologists can take steps toward weathering system failures from malfunctions and cyberattacks.

Planning, collaboration, and risk mitigation are key to managing downtimes in emergency radiology from cyberattacks #radiology

ARRS: CTA may have key role in imaging SCAD CTA could be a viable imaging technique in imaging sudden coronary artery dissection (SCAD), an ARRS presentation suggested.

CT angiography (CTA) is often the best test for diagnosing sudden coronary artery dissection (SCAD) #radiology #CTA #CT #SCAD

MRI shows link between aneurysm and cumulative combat blast exposure "These findings suggest that repeated blast exposure may leave a measurable vascular signature in the brain," researchers noted.

A higher prevalence of intracranial aneurysms is associated with greater cumulative combat blast exposure among special operations military forces #radiology #MRI #specialforces #blastexposure

27-year-old man with right upper extremity mass - myAuntminnie A 27-year-old man presented with a mass involving the right upper extremity. The mass had been growing in size over the previous two to three months.

How would you diagnose this case? #radiology

Image from article in Radiology: Artificial Intelligence

Deep Learning–based determination of age from chest X-rays predicts all-cause and cause-specific mortality https://doi.org/10.1148/ryai.250609 #ARRS26 #ARRS2026 #radiology

Large Language Models and Clinical Reasoning: What New Research Reveals
www.diagnosticimaging.com/view/large-l...
#radiology #RadRes #AI

Image from article in Radiology: Artificial Intelligence

An anatomy-aware, two-stage, end-to-end deep learning pipeline detects fetal brain abnormality using second-trimester brain US images https://doi.org/10.1148/ryai.250737 #ARRS26 #ARRS2026 #radiology

Exciting news for radiologists (and surgeons) who want to learn more about Colorectal Cancer!
Maastricht University Medical Center will host one lucky radiologist-surgeon team as part of ESOR's Multidisciplinary Visiting Fellowships!
Apply at www.esor.org/training-exc...!

#medsky #radiology

Are you a student or trainee in imaging informatics? This one's for you. 🎓

7 travel scholarships — each worth $1,000 — to help members in training attend SIIM26.

Apply by: April 16
Notifications: April 30

vist.ly/4ye5d

#ImagingInformatics #Radiology

FDA strikes down radiology AI 510(k) exemption arguments Regulator rejects broad statement of user capabilities in detecting performance issues.

In 2025 alone, the FDA cleared at least 255 radiology AI devices through the 510(k) program #radiology #FDA #medicalAI

Video: David Larson, MD, MBA on Understanding the Impact of Prevalence on #AI Model Performance in #Radiology
www.diagnosticimaging.com/shorts/impac...
#RadRes

School ager with elbow pain after falling on outstretched hand

AP radiograph shows displacement, rotation+fragmentation of medial epicondyle
#FOAMed #MedEd #FOAMRad #radiology #pediatrics #radiologia #Ortho #Orthopedics #Orthopaedics #EmergencyMedicine #radiologie #paediatrics #pediatria #pediatrie

Image from article in Radiology: Artificial Intelligence

Open-Source Dataset for the RSNA Screening Mammography Cancer Detection Challenge https://doi.org/10.1148/ryai.250375 #ARRS26 #ARRS2026 #radiology

Podcast: NIH-Sponsored #IRad Study Shows Benefits of #Endovascular Therapy for Reducing Severity of Post-Thrombotic Syndrome
www.diagnosticimaging.com/view/reading...
#radiology #RadRes #SIR26TOR

Stent therapy effective for post-thrombotic syndrome Stented patients also reported significantly greater improvement in self-reported quality of life compared with controls.

Venous stenting significantly reduced disease severity and improved quality of life in patients with post-thrombotic syndrome #radiology #throbosis #stenttherapy

MR Basics Definitions and explanations of MR terms and sequences.

The MAGNETOM World platform provides a range of in-depth educational resources on #MRI physics and methodology.

Check it out at:
www.magnetomworld.siemens-healthineers.com/publications...

#RadSky #MRPhysics #Radiology #MedicalImaging #RadiologyEducation

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 #ARRS26 #ARRS2026 #radiology

Increased echogenicity of pancreas: What's the diagnosis? https://gamuts.net/x/4345 #FOAMed #radiology #Gamuts

Image from article in Radiology: Artificial Intelligence

Routine fetal second-trimester US images and new end-to-end deep learning pipeline allow for brain anomaly detection https://doi.org/10.1148/ryai.250737 #ARRS26 #ARRS2026 #radiology

8 bones. 1 wrist. Do you know them all?

The carpal bones are arranged in two rows and are essential for wrist stability and motion.

Follow for more quick orthopedic anatomy breakdowns 🖐️

#Radiology #Anatomy #ATC #SportsMedicine #Orthopedics #PhysicalTherapy #AthleticTraining #Rehab #Meded #FOAMed

Image from article in Radiology: Artificial Intelligence

What Happens After the Algorithm Goes Live? radiologyai.substack.com/p/what-happens-after-the... #ARRS26 #ARRS2026 #radiology

ARRS: How should breast imagers develop surveillance strategies? An ARRS presentation explored surveillance imaging strategies for breast cancer survivors.

Imaging has an important role in post-surveillance care for breast cancer patients, but it’s currently up to individual institutions to develop their own management strategies #radiology #breastcancer

Tortuous myelographic filling defect: #Radiology diagnosis https://gamuts.net/x/10222 #FOAMed #DDx

Image from article in Radiology: Artificial Intelligence

New from The Vasty Deep: Regulatory sandboxes are a powerful tool for safe and speedy clinical deployment radiologyai.substack.com/p/experimenting-with-reg... #ARRS26 #ARRS2026 #radiology

Poster: Radiology research forum at NYU Langone's Center for Advanced Imaging Innovation and Research on Monday, April 13, 2026, at noon: "Towards a Deep Learning–Based Magnetic Resonance Spectroscopic Imaging Pipeline," with Paul Weiser, PhD, postdoctoral researcher at the Martinos Center for Biomedical Imaging at Massachusetts General Hospital and Harvard Medical School.

Monday, April 13, at noon, as part of our #radiology
#research forum: "Towards a Deep Learning–Based Magnetic Resonance Spectroscopic Imaging Pipeline," w/
@paulweiser.bsky.social, postdoc at @mghmartinos.bsky.social .

Talk info: cbiweb.net/radiology-re...

#DeepLearning for #MRI, #MRS, #MRSI 🧪