Research on automatic recognition radiomics algorithm for early sacroiliac arthritis based on sacroiliac MRI imaging

Research on automatic recognition radiomics algorithm for early sacroiliac arthritis based on sacroiliac MRI imaging

Abstract Objective To create an automated machine learning model using sacroiliac joint MRI imaging for early sacroiliac arthritis detection, aiming to enhance diagnostic accuracy. Methods We conducted a retrospective analysis involving 71 patients with early sacroiliac arthritis and 85 patients wit...

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Bibliographic Details
Main Authors: Wen-xi Liu, Hong Wu, Chi Cai, Qing-quan Lai, Yi Wang, Yuan-zhe Li
Format: Article
Language:English
Published: BMC 2024-01-01
Series:Journal of Orthopaedic Surgery and Research
Subjects:
Radiomics
Sacroiliac arthritis
MRI
SVM
Online Access:https://doi.org/10.1186/s13018-024-04569-3

Internet

https://doi.org/10.1186/s13018-024-04569-3

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