Predicting real-time 3D deformation field maps (DFM) based on volumetric cine MRI (VC-MRI) and artificial neural networks for on-board 4D target tracking: a feasibility study

To predict real-time 3D deformation field maps (DFMs) using Volumetric Cine MRI (VC-MRI) and adaptive boosting and multi-layer perceptron neural network (ADMLP-NN) for 4D target tracking. One phase of a prior 4D-MRI is set as the prior phase, MRI(prior). Principal component analysis (PCA) is used to...

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Publicado en:Phys Med Biol
Main Authors: Pham, Jonathan, Harris, Wendy, Sun, Wenzheng, Yang, Zi, Yin, Fang-Fang, Ren, Lei
Formato: Artigo
Idioma:Inglês
Publicado: 2019
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Article
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6734921/
https://ncbi.nlm.nih.gov/pubmed/31344693
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1088/1361-6560/ab359a
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