A deep learning-based pipeline for developing multi-rib shape generative model with populational percentiles or anthropometrics as predictors

Rib cross-sectional shapes (characterized by the outer contour and cortical bone thickness) affect the rib mechanical response under impact loading, thereby influence the rib injury pattern and risk. A statistical description of the rib shapes or their correlations to anthropometrics is a prerequisi...

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Vydáno v:	Computerized medical imaging and graphics Ročník 115; s. 102388
Hlavní autoři:	Huang, Yuan, Holcombe, Sven A., Wang, Stewart C., Tang, Jisi
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	United States Elsevier Ltd 01.07.2024
Témata:	Adversarial training Conditional variational autoencoder Correlation model Distribution model Generative model Internal Medicine Other Rib cross-sectional shape Conditional variational autoencoder Distribution model Correlation model Adversarial training Rib cross-sectional shape Generative model
ISSN:	0895-6111, 1879-0771, 1879-0771
On-line přístup:	Získat plný text
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