Technical Note: Deriving ventilation imaging from 4DCT by deep convolutional neural network

PURPOSE: Ventilation images can be derived from four‐dimensional computed tomography (4DCT) by analyzing the change in HU values and deformable vector fields between different respiration phases of computed tomography (CT). As deformable image registration (DIR) is involved, accuracy of 4DCT‐derived...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Med Phys
Prif Awduron: Zhong, Yuncheng, Vinogradskiy, Yevgeniy, Chen, Liyuan, Myziuk, Nick, Castillo, Richard, Castillo, Edward, Guerrero, Thomas, Jiang, Steve, Wang, Jing
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: John Wiley and Sons Inc. 2019
Pynciau:
QUANTITATIVE IMAGING AND IMAGE PROCESSING
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7098066/
https://ncbi.nlm.nih.gov/pubmed/30714159
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mp.13421
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!

Eitemau Tebyg