AI-Assisted Image Recognition of Cervical Spine Vertebrae in Dynamic X-Ray Recordings

AI-Assisted Image Recognition of Cervical Spine Vertebrae in Dynamic X-Ray Recordings

<i>Background:</i> Qualitative motion analysis revealed that the cervical spine moves according to a consistent pattern. This analysis calculates the relative rotation between vertebral segments to determine the sequence in which they contribute to extension, demonstrating a mean sensiti...

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Bibliographic Details
Main Authors: Esther van Santbrink, Valérie Schuermans, Esmée Cerfonteijn, Marcel Breeuwer, Anouk Smeets, Henk van Santbrink, Toon Boselie
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Bioengineering
Subjects:
cervical spine
qualitative motion analysis
image segmentation
U-Net
X-ray recording
deep-learning model
Online Access:https://www.mdpi.com/2306-5354/12/7/679
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https://www.mdpi.com/2306-5354/12/7/679

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