Differentiation of Brain Abscess From Cystic Glioma Using Conventional MRI Based on Deep Transfer Learning Features and Hand-Crafted Radiomics Features

Objectives: To develop and validate the model for distinguishing brain abscess from cystic glioma by combining deep transfer learning (DTL) features and hand-crafted radiomics (HCR) features in conventional T1-weighted imaging (T1WI) and T2-weighted imaging (T2WI). Methods: This single-center retros...

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Detalles Bibliográficos
Autores principales: Bo, Linlin, Zhang, Zijian, Jiang, Zekun, Yang, Chao, Huang, Pu, Chen, Tingyin, Wang, Yifan, Yu, Gang, Tan, Xiao, Cheng, Quan, Li, Dengwang, Liu, Zhixiong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8636043/
https://www.ncbi.nlm.nih.gov/pubmed/34869438
http://dx.doi.org/10.3389/fmed.2021.748144

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8636043/
https://www.ncbi.nlm.nih.gov/pubmed/34869438
http://dx.doi.org/10.3389/fmed.2021.748144

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