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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Veröffentlicht in:	arXiv.org
Hauptverfasser:	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
Format:	Paper
Sprache:	Englisch
Veröffentlicht:	Ithaca Cornell University Library, arXiv.org 05.09.2023
Schlagworte:	Diagnosis Disorders Finite element method Machine learning
ISSN:	2331-8422
Online-Zugang:	Volltext
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