Differentiation between spinal multiple myeloma and metastases originated from lung using multi-view attention-guided network

Differentiation between spinal multiple myeloma and metastases originated from lung using multi-view attention-guided network

PurposeMultiple myeloma (MM) and metastasis originated are the two common malignancy diseases in the spine. They usually show similar imaging patterns and are highly demanded to differentiate for precision diagnosis and treatment planning. The objective of this study is therefore to construct a nove...

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Bibliographic Details
Main Authors: Kaili Chen, Jiashi Cao, Xin Zhang, Xiang Wang, Xiangyu Zhao, Qingchu Li, Song Chen, Peng Wang, Tielong Liu, Juan Du, Shiyuan Liu, Lichi Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Oncology
Subjects:
multiple myeloma (MM)
spinal metastases
lung cancer
deep learning
attention guidance strategy
radiomics
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2022.981769/full

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