Deep learning models for differentiating three sinonasal malignancies using multi-sequence MRI

Abstract Purpose To develop MRI-based deep learning (DL) models for distinguishing sinonasal squamous cell carcinoma (SCC), adenoid cystic carcinoma (ACC) and olfactory neuroblastoma (ONB) and to evaluate whether the DL models could improve the diagnostic performance of Senior radiologist (SR) and J...

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Principais autores:	Luxi Wang, Naier Lin, Wei Chen, Hanyu Xiao, Yiyin Zhang, Yan Sha
Format:	Artigo
Jezik:	Inglês
Izdano:	BMC 2025-02-01
Serija:	BMC Medical Imaging
Teme:	Sinonasal Squamous cell carcinoma Magnetic resonance imaging Deep learning Neural network
Online dostop:	https://doi.org/10.1186/s12880-024-01517-9
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