Feasibility of Data-Driven, Model-Free Quantitative MRI Protocol Design: Application to Brain and Prostate Diffusion-Relaxation Imaging

Feasibility of Data-Driven, Model-Free Quantitative MRI Protocol Design: Application to Brain and Prostate Diffusion-Relaxation Imaging

Purpose: We investigate the feasibility of data-driven, model-free quantitative MRI (qMRI) protocol design on in vivo brain and prostate diffusion-relaxation imaging (DRI). Methods: We select subsets of measurements within lengthy pilot scans, without identifying tissue parameters for which to optim...

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Bibliographic Details
Main Authors: Alexander, D.C (Author), Atkinson, D. (Author), Battiston, M. (Author), Blumberg, S.B (Author), Bourne, R. (Author), Gandini Wheeler-Kingshott, C.A.M (Author), Grussu, F. (Author), Ianuş, A. (Author), Kakkar, L.S (Author), Lin, H. (Author), Mertzanidou, T. (Author), Panagiotaki, E. (Author), Punwani, S. (Author), Schneider, T. (Author), Singh, S. (Author)
Format: Article
Language:English
Published: Frontiers Media S.A. 2021
Subjects:
artificial neural network (ANN)
brain
diffusion-relaxation
prostate
protocol design
quantitative MRI (qMRI)
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