MRI-Derived Dural Sac and Lumbar Vertebrae 3D Volumetry Has Potential for Detection of Marfan Syndrome.

Omar NaasTobias NorajitraChristian LückerathMatthias Alexander FinkKlaus Maier-HeinHans-Ulrich KauczorFabian Rengier

Published in: Diagnostics (Basel, Switzerland) (2024)

MRI-derived 3D volumetry of the lumbosacral dural sac and vertebral bodies is a feasible method for quantifying dural ectasia using shape-based machine learning. Non-inferior diagnostic accuracy was observed compared with dural sac diameter ratio (the current clinical standard for MFS detection).

Keyphrases

machine learning
magnetic resonance imaging
contrast enhanced
loop mediated isothermal amplification
real time pcr
label free
minimally invasive
diffusion weighted imaging
computed tomography
artificial intelligence
case report
deep learning
risk assessment
body composition
aortic aneurysm