Diagnostic evaluation of deep learning accelerated lumbar spine MRI.

Komal M Awan Augusto Lio M Goncalves FilhoAzadeh TabariBrooks P ApplewhiteMin LangWei-Ching LoRobert SellersPeter KollaschBryan CliffordDominik NickelJad HusseniOtto RapalinoPamela SchaeferStephen CauleySusie Y HuangJohn Conklin

Published in: The neuroradiology journal (2024)

Our study indicates that DL reconstruction in spine imaging effectively reduces acquisition times while maintaining comparable diagnostic quality to conventional MRI.

Keyphrases

deep learning
contrast enhanced
magnetic resonance imaging
high resolution
computed tomography
machine learning
artificial intelligence
magnetic resonance
convolutional neural network
photodynamic therapy