Automated localization of the medial clavicular epiphyseal cartilages using an object detection network: a step towards deep learning-based forensic age assessment

BACKGROUND: Deep learning is a promising technique to improve radiological age assessment. However, expensive manual annotation by experts poses a bottleneck for creating large datasets to appropriately train deep neural networks. We propose an object detection approach to automatically annotate the...

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Detalles Bibliográficos
Autores principales: Wesp, Philipp, Sabel, Bastian Oliver, Mittermeier, Andreas, Stüber, Anna Theresa, Jeblick, Katharina, Schinke, Patrick, Mühlmann, Marc, Fischer, Florian, Penning, Randolph, Ricke, Jens, Ingrisch, Michael, Schachtner, Balthasar Maria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10085900/
https://www.ncbi.nlm.nih.gov/pubmed/36729183
http://dx.doi.org/10.1007/s00414-023-02958-7

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