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

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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Bibliographic Details
Main Authors: Hong Liu, Menglei Jiao, Yuan Yuan, Hanqiang Ouyang, Jianfang Liu, Yuan Li, Chunjie Wang, Ning Lang, Yueliang Qian, Liang Jiang, Huishu Yuan, Xiangdong Wang
Format: Article
Language:English
Published: SpringerOpen 2022-05-01
Series:Insights into Imaging
Subjects:
Spine tumor
Benign
Malignant
Deep learning
MRI
Online Access:https://doi.org/10.1186/s13244-022-01227-2

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