Benign and malignant diagnosis of spinal tumors based on deep learning and weighted fusion framework on MRI

Abstract Background The application of deep learning has allowed significant progress in medical imaging. However, few studies have focused on the diagnosis of benign and malignant spinal tumors using medical imaging and age information at the patient level. This study proposes a multi-model weighte...

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Detalhes bibliográficos

Principais autores:	Hong Liu, Menglei Jiao, Yuan Yuan, Hanqiang Ouyang, Jianfang Liu, Yuan Li, Chunjie Wang, Ning Lang, Yueliang Qian, Liang Jiang, Huishu Yuan, Xiangdong Wang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	SpringerOpen 2022-05-01
coleção:	Insights into Imaging
Assuntos:	Spine tumor Benign Malignant Deep learning MRI
Acesso em linha:	https://doi.org/10.1186/s13244-022-01227-2
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