Automated Analysis of Vertebral Body Surface Roughness for Adult Age Estimation: Ellipse Fitting and Machine-Learning Approach

Automated Analysis of Vertebral Body Surface Roughness for Adult Age Estimation: Ellipse Fitting and Machine-Learning Approach

<b>Background/Objectives:</b> Vertebral degenerative features are promising but often subjectively scored indicators for adult age estimation. We evaluated an objective surface roughness metric, the “average distance to the fitted ellipse” score (DS), calculated automatically for every v...

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Bibliographic Details
Main Authors: Erhan Kartal, Yasin Etli
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Diagnostics
Subjects:
age estimation
vertebral surface roughness
ellipse fitting
computed tomography
machine learning
forensic radiology
Online Access:https://www.mdpi.com/2075-4418/15/14/1794
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https://www.mdpi.com/2075-4418/15/14/1794

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