Artificial T1-Weighted Postcontrast Brain MRI: A Deep Learning Method for Contrast Signal Extraction.

Robert HaaseThomas PinetzErich KoblerZeynep BendellaChristian GronemannDaniel PaechAlexander RadbruchAlexander EfflandKaterina Deike

Published in: Investigative radiology (2024)

The proposed method for contrast signal extraction showed significant improvements in synthesizing postcontrast images. A relevant proportion of images showing inadequate interchangeability with the reference remains at this dosage.

Keyphrases

deep learning
contrast enhanced
magnetic resonance
convolutional neural network
magnetic resonance imaging
artificial intelligence
computed tomography
machine learning
optical coherence tomography
diffusion weighted imaging
white matter
resting state
brain injury
subarachnoid hemorrhage