Segmentation and diagnosis of anterior cruciate ligament tear using deep learning and radiomics based on knee CT

Abstract Purpose Timely and accurate diagnosis of anterior cruciate ligament (ACL) tears has important clinical significance. In this study we tried to establish a segmentation and diagnosis model for ACL tear using deep learning and radiomics based on knee CT. Materials and methods Totally 469 pati...

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Detalhes bibliográficos

Principais autores:	Xiaoli Yu, Qingning Yang, Xingyan Le, Qingbiao Zhang, Yuyin Wang, Junbang Feng, Chuanming Li
Formato:	Artigo
Idioma:	Inglês
Publicado em:	BMC 2026-03-01
coleção:	BMC Medical Imaging
Assuntos:	Knee Anterior cruciate ligament CT Deep learning Radiomics
Acesso em linha:	https://doi.org/10.1186/s12880-026-02297-0
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