Sex estimation with parameters of the facial canal by computed tomography using machine learning algorithms and artificial neural networks

Sex estimation with parameters of the facial canal by computed tomography using machine learning algorithms and artificial neural networks

Abstract Background The skull is highly durable and plays a significant role in sex determination as one of the most dimorphic bones. The facial canal (FC), a clinically significant canal within the temporal bone, houses the facial nerve. This study aims to estimate sex using morphometric measuremen...

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Bibliographic Details
Main Authors: Yusuf Secgin, Seren Kaya, Oğuzhan Harmandaoğlu, Oğuzhan Öztürk, Deniz Senol, Ömer Önbaş, Nihat Yılmaz
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Medical Imaging
Subjects:
Sex estimation
Machine learning
Artificial neural network
Facial canal
Fallopian canal
Online Access:https://doi.org/10.1186/s12880-025-01834-7
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