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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
פורמט: Artigo
שפה:Inglês
יצא לאור: BMC 2025-02-01
סדרה:BMC Medical Imaging
נושאים:
Sinonasal
Squamous cell carcinoma
Magnetic resonance imaging
Deep learning
Neural network
גישה מקוונת:https://doi.org/10.1186/s12880-024-01517-9
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