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AIRFRAME: a retrospective evaluation of a deep learning algorithm that assesses first-trimester US screening scans to identify open spina bifida and cystic posterior fossa abnormalities, with planned prospective validation https://doi.org/10.1148/ryai.250394 @fprefumo.bsky.social #RadUS #PedsRad #ML
🤠Have you heard about this!?🤠 The 6th Annual ASPNR Promo Party is coming soon! If you are headed to #ASNR26 in Austin, TX, you don't want to miss out:
🤩Where: Speakeasy, Austin
🗓️When: May 18, 2026, 9pm-Midnight
🎟️Register now! aspnr.org/meetings/202...
#pedineurorad #pedsrad #neurorad
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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 #PedsRad #segmentation #MachineLearning
Premature newborn with increasing residuals
AXR shows curvilinear appearing air in wall of ascending colon+proximal transverse colon.
#FOAMed #MedEd #FOAMRad #PedsRad #radiology #pediatrics #NICU #Neonatology #radiologia #PedSurg #SoMe4PedSurg #radiologie #paediatrics #pediatria #pediatrie
Teen with VP shunt with new headache
AP radiograph(above) shows VP shunt catheter is broken at the level of the mid-neck.
#FOAMed #MedEd #FOAMRad #PedsRad #radiology #pediatrics #radiologia #EmergencyMedicine #Neurology #Neurosurgery
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A natural language processing model extracts normal kidney length and volume percentiles for pediatric patients from a large US dataset https://doi.org/10.1148/ryai.250056 #PedsRad #AI #ML
We are publishing a pediatric radiology textbook, 1 case/day+have 2,500 cases covering 1,000 diseases+125 DDXs, 50 procedure descriptions+4 review courses
#FOAMed #MedEd #FOAMRad #PedsRad #radiology #pediatrics #EmergencyMedicine #Neurology #Neurosurgery #NICU #Ortho #Orthopedics #SoMe4PedSurg
Toddler with unusual appearing hand
AP(left)+lateral(right) radiographs show absence of all bones in hand. There are nubbins of soft tissue where phalanges should be. Radius+ulna are bowed
#FOAMed #MedEd #FOAMRad #PedsRad #radiology #pediatrics #radiologia #Ortho #Orthopedics #Orthopaedics
Preschooler 1 year after medical+surgical treatment for posterior fossa tumor
Sagittal(left+middle) T1 MRI with contrast shows diffuse enhancement along cerebellar folia+anterior+posterior aspects of entire spinal cord
#FOAMed #MedEd #FOAMRad #PedsRad #radiology #pediatrics #radiologia #NeuroRad
Honored to be asked to represent the Society for Pediatric Radiology along w/ reps from other #Radiology societies on Capitol Hill during @acadrad.bsky.social’s Hill Day March 23rd -25th to advocate for increased funding for #Pediatric #Imaging Research. #PedsRad #PedsNeuro #PedsIR @PittPedsRad
Starting a pediatric radiology rotation, preparing to take call, or in need of a neonatal imaging review?
Try it at pediatricimaging.org/neonatal/
#FOAMed #MedEd #FOAMRad #PedsRad #RadEd #RadRes #radiology #radiologia #radiologie #pediatrics #paediatrics #pediatria #pediatrie #pädiatrie
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MRI-derived growth charts for extra-axial cerebrospinal fluid development https://doi.org/10.1148/ryai.250123 #PedsRad #AI #MachineLearning
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Establishing normative, age-based, pediatric kidney length and volume percentiles from a large US dataset with a natural language processing model https://doi.org/10.1148/ryai.250056 #NLP #PedsRad #USRad
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MRI-derived extra-axial cerebrospinal fluid (eaCSF) reference values for children and adolescents: a tool for assessing atypical eaCSF development https://doi.org/10.1148/ryai.250123 #NeuroRad #PedsRad #brain
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Development of a Deep Learning Algorithm for Posterior Fossa Abnormality Recognition on First-Trimester US Screening Scans: AIRFRAME Study Part 1 https://doi.org/10.1148/ryai.250394 @fprefumo.bsky.social #ultrasound #PedsRad #ML
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A retrospective study defines extra-axial cerebrospinal fluid growth charts to support diagnosis of benign enlargement of the subarachnoid space https://doi.org/10.1148/ryai.250123 #PedsRad #brain #AI
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US-derived Pediatric Kidney Length and Volume Percentiles by Age: A Big Data Approach https://doi.org/10.1148/ryai.250056 #NLP #PedsRad #AI
"Give the Kids a Hand," by RadiologyInfo.org.
Watch for “The Hand” throughout RadiologyInfo.org to keep track of important pediatric information that all parents and guardians should know.
Some imaging tests and treatments have special #Pediatric considerations. Look for the blue hand for child-specific content on RadiologyInfo.org
#PedsRad #RadiologyInfo #Radsky
School ager with crooked stance
Radiograph shows valgus deformity of lower extremities. Soft tissues of right thigh+calf are twice as thick as soft tissues of left thigh+calf
#FOAMed #MedEd #FOAMRad #PedsRad #RadEd #RadRes #radiology #pediatrics #radiologia #Ortho #Orthopedics #Orthopaedics
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A #DeepLearning Framework for Synthesizing Longitudinal Infant Brain MRI during Early Development https://doi.org/10.1148/ryai.240708 #NeuroRad #PedsRad #AI
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Introducing Dr. Merel Huisman radiologyai.substack.com/p/introducing-dr-merel-h... #ASPNR26 #PedsRad #NeuroRad #radiology
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New commentary! Random convolutions for improving segmentation across different medical imaging domains https://doi.org/10.1148/ryai.251014 #ASPNR26 #PedsRad #NeuroRad #radiology
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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 #ASPNR26 #PedsRad #NeuroRad #radiology
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In new Vasty Deep post, Keno Bressem discusses the importance of AI measurement tools for radiology radiologyai.substack.com/p/why-ai-should-measure-... #ASPNR26 #PedsRad #NeuroRad #radiology
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What's next after LLMs? AI agents that support whole radiology workflows! https://doi.org/10.1148/ryai.250651 #ASPNR26 #PedsRad #NeuroRad #radiology
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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 #ASPNR26 #PedsRad #NeuroRad #radiology
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Dr. Merel Huisman joins the Editorial Board of Radiology: Artificial Intelligence radiologyai.substack.com/p/introducing-dr-merel-h... #ASPNR26 #PedsRad #NeuroRad #radiology
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A new commentary discusses the value of using random convolutions to bridge the gap across medical imaging domains https://doi.org/10.1148/ryai.251014 #ASPNR26 #PedsRad #NeuroRad #radiology
