MRI profiling of focal cortical dysplasia using multi-compartment diffusion models.

Sara LorioSophie AdlerRoxana GunnyFelice D'ArcoEnrico KadenKonrad WagstylThomas S JacquesChris A ClarkJudith Helen CrossTorsten BaldewegDavid W Carmichael

Published in: Epilepsia (2020)

FCD lesion-specific signal changes were found in ICVF and INVF but not in FA and MD maps. ICVF and INVF showed greater contrast than FLAIR in some cases and had consistent signal changes specific to FCD, suggesting that they could improve current presurgical pediatric epilepsy imaging protocols and can provide features useful for automated lesion detection.

Keyphrases

contrast enhanced
magnetic resonance imaging
high resolution
magnetic resonance
machine learning
high throughput
single cell
deep learning
molecular dynamics
loop mediated isothermal amplification
mass spectrometry
computed tomography
diffusion weighted imaging
real time pcr
sensitive detection