Application of machine learning-based multi-sequence MRI radiomics in diagnosing anterior cruciate ligament tears

Abstract Objective To compare the diagnostic power among various machine learning algorithms utilizing multi-sequence magnetic resonance imaging (MRI) radiomics in detecting anterior cruciate ligament (ACL) tears. Additionally, this research aimed to create and validate the optimal diagnostic model....

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Detalhes bibliográficos

Principais autores:	Qi Cheng, Haoran Lin, Jie Zhao, Xiao Lu, Qiang Wang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	BMC 2024-01-01
coleção:	Journal of Orthopaedic Surgery and Research
Assuntos:	Anterior cruciate ligament tear Machine learning Magnetic resonance imaging Radiomics
Acesso em linha:	https://doi.org/10.1186/s13018-024-04602-5
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