Effective automatic detection of anterior cruciate ligament injury using convolutional neural network with two attention mechanism modules

BACKGROUND: To develop a fully automated CNN detection system based on magnetic resonance imaging (MRI) for ACL injury, and to explore the feasibility of CNN for ACL injury detection on MRI images. METHODS: Including 313 patients aged 16 – 65 years old, the raw data are 368 pieces with injured ACL a...

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Detalles Bibliográficos
Autores principales: Liang, Chen, Li, Xiang, Qin, Yong, Li, Minglei, Ma, Yingkai, Wang, Ren, Xu, Xiangning, Yu, Jinping, Lv, Songcen, Luo, Hao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10494428/
https://www.ncbi.nlm.nih.gov/pubmed/37697236
http://dx.doi.org/10.1186/s12880-023-01091-6

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10494428/
https://www.ncbi.nlm.nih.gov/pubmed/37697236
http://dx.doi.org/10.1186/s12880-023-01091-6

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