Radiologic common data elements rates in pediatric mild traumatic brain injury.

Andrew R MayerDaniel M CohenChristopher J WertzAndrew B DoddJody ShoemakerCharles PlutoNicholas A ZumbergeGrace ParkBarbara A BangertCindy LinNori Mercuri MinichAnn M BaceviceErin D BiglerRichard A CampbellFaith M HanlonTimothy B MeierScott J OglesbeeJohn P PhillipsAmy PottengerNicholas A ShaffH Gerry TaylorRonald A YeoKristy B ArbogastJohn J LeddyChristina L MasterRebekah MannixRoger L ZemekKeith Owen Yeates

Published in: Neurology (2019)

Collectively, current findings question the trauma-related specificity of certain rCDE, as well how these rCDE are radiologically interpreted. Refinement of rCDE in the context of pmTBI may be warranted, especially as diagnostic schema are evolving to stratify patients with structural MRI abnormalities as having a moderate injury.

Keyphrases

mild traumatic brain injury
contrast enhanced
magnetic resonance imaging
electronic health record
high intensity
big data
diffusion weighted imaging
trauma patients
computed tomography
machine learning
magnetic resonance
deep learning
data analysis