Newborn with abnormal prenatal cardiac ultrasound

CXR(above) shows abnormal+prominent contour to left superior mediastinum. Right superior mediastinum contour represents thymus. Coronal CT with contrast(below) shows aneurysmal dilation of main pulmonary artery

#FOAMRad #PedsRad

School ager with shortness of breath

CXR PA(above left) shows large bilateral pleural effusions. CT with contrast(above right) shows pleural effusions to be septated.

#FOAMed #MedEd #FOAMPed #FOAMRad #PedsRad #RadEd #RadRes #radiology #PedsPulm

School ager with seizures

Axial T1 MRI without contrast(above left) shows isointense signal intensity lesion in right sphenoid bone that on T2 MRI(above right) shows high signal intensity+which did not show enhancement post contrast.

#FOAMed #MedEd #FOAMPed #FOAMRad #PedsRad

Approach to the differential diagnosis of esophageal pH probe malfunction:
- The correct position of the esophageal pH probe sensor is 3-5 cm above the gastroesophageal junction, otherwise sensor is malpositioned
#FOAMed #FOAMPed #FOAMRad #MedEd #PedsRad #RadEd #RadRes #radiology

Dataset of lung ultrasound acquired with a #POCUS device in Zambian children with clinical symptoms of pneumonia doi.org/10.1148/ryai.2… Ultrasound Laboratory Trento Boston Medical Center MCG #Zambia #PedsRad #AI

Preschooler with short stature

AXR shows bilateral absence of femoral ossification centers.

The diagnosis was delayed skeletal maturation due to congenital hypothyroidism.

Learn more: pediatricimaging.org/diseases/conge…

#FOAMed #MedEd #FOAMPed #FOAMRad #PedsRad #RadEd #RadRes #radiology

Teen with symptoms of gastroesophageal reflux

CXR shows an esophageal pH probe. Position of esophageal pH probe sensor / measurement lead (radiolucent cylinder with radiopaque stripe in center of it) is 3-5 cm above gastroesophageal junction.

#FOAMed #MedEd #FOAMRad #PedsRad

Evaluating the Robustness of a #DeepLearning Bone Age Algorithm to Clinical Image Variation Using Computational Stress Testing doi.org/10.1148/ryai.2… Samantha Santomartino PaulYiMD Vishwa Parekh #PedsRad #AI #MachineLearning

Computational 'stress tests' evaluated robustness of bone age #DL model to simulated real-world image variations doi.org/10.1148/ryai.2… Samantha Santomartino Elham Beheshtian Vishwa Parekh #PedsRad #MSKRad #ML

Follow along with Teddy’s story and learn about the people and places you’ll see while getting an x-ray, CT, and ultrasound! Dr. Sherry Wang presents all three videos in English and Mandarin at bit.ly/3aEbZBp 🐻 #RadInfo4Kids #PedsRad #RadiologyInfo

Evaluating the Robustness of a #DeepLearning Bone Age Algorithm to Clinical Image Variation Using Computational Stress Testing doi.org/10.1148/ryai.2… Samantha Santomartino Vishwa Parekh UM2ii Center #PedsRad #AI #MachineLearning

Massive #pedsrad news:

Shahriar Faghani MD @slowvak highlight the need for meticulous stress testing of #DeepLearning models for medical imaging doi.org/10.1148/ryai.2… MayoAILab #PedsRad #robustness #AI

Don’t miss this webinar from The Society for Pediatric Radiology on career development with #NemoursRad Dr Kathleen Schenker, MD as a panelist! #RadRes #RadFellow #pedsrad

Computational 'stress tests' evaluated robustness of bone age #DL model to simulated real-world image variations doi.org/10.1148/ryai.2… Elham Beheshtian PaulYiMD Vishwa Parekh #BoneAge #PedsRad #MachineLearning

Stress testing on an award-winning #DeepLearning model for bone age doi.org/10.1148/ryai.2… Shahriar Faghani MD MayoAILab Brad Erickson #PedsRad #BoneAge #MachineLearning

Dataset of lung ultrasound acquired with a #POCUS device in Zambian children with clinical symptoms of pneumonia doi.org/10.1148/ryai.2… Boston University School of Public Health Ultrasound Laboratory Trento MCG #PedsRad #DeepLearning #ML

Dataset of lung ultrasound acquired with a #POCUS device in Zambian children with clinical symptoms of pneumonia doi.org/10.1148/ryai.2… Boston University School of Public Health Boston Medical Center MCG #PedsRad #AI #MachineLearning

Case of the week: 17-month-old female presenting with lower extremity weakness; Hyperpigmented spot on lumbar region bit.ly/4bg5BKC Selima Siala, & Sheng-Che (Alex) Hung of The University of North Carolina Chapel Hill, NC #PediNeuroRad #MedEd #FOAMrad #PedsRad #NeuroRad

Curated Dataset of Lung US Images of Zambian Children with Clinical Pneumonia Containing Annotations for Consolidation Patterns doi.org/10.1148/ryai.2… Boston University School of Public Health Boston Medical Center MCG #PedsRad #POCUS #ML