Machine learning to differentiate small round cell malignant tumors and non-small round cell malignant tumors of the nasal and paranasal sinuses using apparent diffusion coefficient values.

Objective: We used radiomics feature-based machine learning classifiers of apparent diffusion coefficient (ADC) maps to differentiate small round cell malignant tumors (SRCMTs) and non-SRCMTs of the nasal and paranasal sinuses.Materials: A total of 267 features were extracted from each region of int...

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Detalles Bibliográficos
Publicado en:European Radiology Vol. 32; no. 6; pp. 3819 - 3830
Autores principales: Chen, Chen, Qin, Yuhui, Chen, Haotian, Cheng, Junying, He, Bo, Wan, Yixuan, Zhu, Dongyong, Gao, Fabao, Zhou, Xiaoyue
Formato: Journal Article
Publicado: Springer Nature Jun2022
Acceso en línea:Ver este registro en EBSCOhost