Assessment of Bone Aging—A Comparison of Different Methods for Evaluating Bone Tissue

Assessment of Bone Aging—A Comparison of Different Methods for Evaluating Bone Tissue

This study tackles the challenge of automatically estimating age from pelvis radiographs. Furthermore, we aim to develop a methodology for applying artificial intelligence to classify or regress medical imagery data. Our dataset comprises 684 pelvis X-ray images of patients, each accompanied by anno...

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Main Authors: Paweł Kamiński, Aleksander Gali, Rafał Obuchowicz, Michał Strzelecki, Adam Piórkowski, Marcin Kociołek, Elżbieta Pociask, Joanna Kwiecień, Karolina Nurzyńska
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
age estimation
artificial intelligence
X-ray images
pelvis
machine learning
deep learning
Online Access:https://www.mdpi.com/2076-3417/15/13/7526
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