Predicting the trabecular bone apparent stiffness tensor with spherical convolutional neural networks

The apparent stiffness tensor is relevant for characterizing trabecular bone quality. Previous studies have used morphology-stiffness relationships for estimating the apparent stiffness tensor. In this paper, we propose to train spherical convolutional neural networks (SphCNNs) to estimate this tens...

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Bibliographic Details
Main Authors: Fabian Sinzinger, Jelle van Kerkvoorde, Dieter H. Pahr, Rodrigo Moreno
Format: Article
Language:English
Published: Elsevier 2022-06-01
Series:Bone Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352187222000146