QCBCT-NET for direct measurement of bone mineral density from quantitative cone-beam CT: a human skull phantom study

The purpose of this study was to directly and quantitatively measure BMD from Cone-beam CT (CBCT) images by enhancing the linearity and uniformity of the bone intensities based on a hybrid deep-learning model (QCBCT-NET) of combining the generative adversarial network (Cycle-GAN) and U-Net, and to c...

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Bibliografiske detaljer
Udgivet i:Sci Rep
Main Authors: Yong, Tae-Hoon, Yang, Su, Lee, Sang-Jeong, Park, Chansoo, Kim, Jo-Eun, Huh, Kyung-Hoe, Lee, Sam-Sun, Heo, Min-Suk, Yi, Won-Jin
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2021
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8302740/
https://ncbi.nlm.nih.gov/pubmed/34301984
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-94359-2
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