Development of machine learning models aiming at knee osteoarthritis diagnosing: an MRI radiomics analysis

Development of machine learning models aiming at knee osteoarthritis diagnosing: an MRI radiomics analysis

Abstract Background To develop and assess the performance of machine learning (ML) models based on magnetic resonance imaging (MRI) radiomics analysis for knee osteoarthritis (KOA) diagnosis. Methods This retrospective study analysed 148 consecutive patients (72 with KOA and 76 without) with availab...

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Bibliographic Details
Main Authors: Tingrun Cui, Ruilong Liu, Yang Jing, Jun Fu, Jiying Chen
Format: Article
Language:English
Published: BMC 2023-05-01
Series:Journal of Orthopaedic Surgery and Research
Subjects:
KOA diagnosis
Magnetic resonance imaging (MRI)
Machine learning
Radiomics
Online Access:https://doi.org/10.1186/s13018-023-03837-y

Internet

https://doi.org/10.1186/s13018-023-03837-y

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