Machine-Learning-Based Biomechanical Feature Analysis for Orthopedic Patient Classification with Disc Hernia and Spondylolisthesis

Machine-Learning-Based Biomechanical Feature Analysis for Orthopedic Patient Classification with Disc Hernia and Spondylolisthesis

(1) <b>Background</b>: The exploration of various machine learning (ML) algorithms for classifying the state of Lumbar Intervertebral Discs (IVD) in orthopedic patients is the focus of this study. The classification is based on six key biomechanical features of the pelvis and lumbar spin...

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Bibliographic Details
Main Authors: Daniel Nasef, Demarcus Nasef, Viola Sawiris, Peter Girgis, Milan Toma
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:BioMedInformatics
Subjects:
machine learning
orthopedic patient classification
biomechanical features
Disc Hernia
Spondylolisthesis
Lumbar Intervertebral Disc abnormalities
Online Access:https://www.mdpi.com/2673-7426/5/1/3
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