Latent Disentanglement in Mesh Variational Autoencoders Improves the Diagnosis of Craniofacial Syndromes and Aids Surgical Planning

The use of deep learning to undertake shape analysis of the complexities of the human head holds great promise. However, there have traditionally been a number of barriers to accurate modelling, especially when operating on both a global and local level. In this work, we will discuss the application...

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Vydané v:	arXiv.org
Hlavní autori:	Foti, Simone, Rickart, Alexander J, Koo, Bongjin, O' Sullivan, Eimear, Lara S van de Lande, Papaioannou, Athanasios, Khonsari, Roman, Stoyanov, Danail, N u Owase Jeelani, Schievano, Silvia, Dunaway, David J, Clarkson, Matthew J
Médium:	Paper
Jazyk:	English
Vydavateľské údaje:	Ithaca Cornell University Library, arXiv.org 05.09.2023
Predmet:	Diagnosis Disorders Finite element method Machine learning
ISSN:	2331-8422
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