Research on automatic recognition radiomics algorithm for early sacroiliac arthritis based on sacroiliac MRI imaging
Wen-xi Liu,
Hong Wu,
Chi Cai
et al.
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 with normal sacroiliac joint MRI scans. Transverse T1WI and T2WI sequences were collected and subjected to radiomics analysis by two physicians. Patients were rando… Show more
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