Deep learning reconstruction for lumbar spine MRI acceleration: a prospective study.

Hui TangMing HongLu YuYang SongMengqiu CaoLei XiangYan ZhouShiteng Suo

Published in: European radiology experimental (2024)

• Lumbar spine MRI with deep learning reconstruction has broad application prospects. • Deep learning reconstruction of lumbar spine MRI saved 45% scan time without compromising overall image quality. • When compared with standard sequences, deep learning reconstruction showed similar detection performance of common degenerative lumbar spine pathologies.

Keyphrases

deep learning
contrast enhanced
artificial intelligence
convolutional neural network
magnetic resonance imaging
image quality
computed tomography
machine learning
diffusion weighted imaging
magnetic resonance