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Automatic Meningioma Segmentation and Grading Prediction: A Hybrid Deep-Learning Method

The purpose of this study was to determine whether a deep-learning-based assessment system could facilitate preoperative grading of meningioma. This was a retrospective study conducted at two institutions covering 643 patients. The system, designed with a cascade network structure, was developed usi...

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Detalles Bibliográficos
Autores principales: Chen, Chaoyue, Cheng, Yisong, Xu, Jianfeng, Zhang, Ting, Shu, Xin, Huang, Wei, Hua, Yu, Zhang, Yang, Teng, Yuen, Zhang, Lei, Xu, Jianguo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8401675/
https://www.ncbi.nlm.nih.gov/pubmed/34442431
http://dx.doi.org/10.3390/jpm11080786