Implementation and Validation of a Three-dimensional Cardiac Motion Estimation Network

PURPOSE: To describe an unsupervised three-dimensional cardiac motion estimation network (CarMEN) for deformable motion estimation from two-dimensional cine MR images. MATERIALS AND METHODS: A function was implemented using CarMEN, a convolutional neural network that takes two three-dimensional inpu...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Radiol Artif Intell
Main Authors: Morales, Manuel A., Izquierdo-Garcia, David, Aganj, Iman, Kalpathy-Cramer, Jayashree, Rosen, Bruce R., Catana, Ciprian
Format: Artigo
Jezik:Inglês
Izdano: Radiological Society of North America 2019
Teme:
Original Research
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6677286/
https://ncbi.nlm.nih.gov/pubmed/32076659
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1148/ryai.2019180080
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