MR Cranial Bone Imaging: Evaluation of Both Motion-Corrected and Automated Deep Learning Pseudo-CT Estimated MR Images.

Andrew D LinkugelTongyao WangParna Eshraghi BoroojeniCihat EldenizYasheng ChenGary B SkolnickPaul K CommeanCorinne M MerrillJennifer M StrahleManu S GoyalHongyu AnKamlesh B Patel

Published in: AJNR. American journal of neuroradiology (2024)

Our early results show that automated motion-corrected and deep learning-generated pseudo-CT images of the pediatric skull have potential for clinical use and offer a high level of diagnostic accuracy when compared with standard CT scans.

Keyphrases

deep learning
contrast enhanced
dual energy
computed tomography
convolutional neural network
image quality
artificial intelligence
magnetic resonance imaging
magnetic resonance
machine learning
positron emission tomography
high resolution
high speed
risk assessment
soft tissue
fluorescence imaging