"Within a minute" detection of focal cortical dysplasia.

Horst UrbachMarcel HeersDirk-Matthias AltenmuellerAndreas Schulze-BonhageAnke Maren StaackThomas BastMarco ReisertRalf SchwarzwaldChristoph P KallerHans-Juergen HuppertzTheo Demerath

Published in: Neuroradiology (2021)

Automated MRI postprocessing and presentation of co-registered output maps in the PACS allowed for rapid (i.e., "within a minute") identification of FCDs in our clinical setting. The presence of false-positive findings currently requires a careful comparison of postprocessing results with conventional MR images but may be reduced in the future using a neural network better adapted to MP2RAGE images.

Keyphrases

neural network
deep learning
loop mediated isothermal amplification
convolutional neural network
contrast enhanced
optical coherence tomography
magnetic resonance imaging
machine learning
magnetic resonance
case report
current status
sensitive detection
label free
single cell