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Gender estimation using machine learning algorithms and artificial neural networks based on parameters obtained from the sphenoid sinus.

Objective: The aim of this study is to estimate gender using parameters obtained from the sphenoid sinus in computed tomography (CT) images, utilizing Machine Learning (ML) algorithms and Artificial Neural Networks (ANNs). Method: In this study, length, width, and volume measurements of the sphenoid...

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Publicado en:Cirugía y Cirujanos Vol. 94; no. 1; pp. 93 - 100
Autores principales: Harmandaoglu, Oguzhan, Secgin, Yusuf, Kaya, Seren, Senol, Deniz, Oner, Zulal, Onbas, Omer
Formato: Artículo
Publicado: Publicidad Permanyer SLU jan/feb2026
Materias:
Machine learning
Artificial neural networks
Morphometrics
Classification algorithms
Sphenoid sinus
Diagnostic sex determination
Computed tomography
Acceso en línea:Ver este registro en EBSCOhost