Brain Tumor Segmentation Using an Ensemble of 3D U-Nets and Overall Survival Prediction Using Radiomic Features

Accurate segmentation of different sub-regions of gliomas such as peritumoral edema, necrotic core, enhancing, and non-enhancing tumor core from multimodal MRI scans has important clinical relevance in diagnosis, prognosis and treatment of brain tumors. However, due to the highly heterogeneous appea...

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Detalles Bibliográficos
Autores principales: Feng, Xue, Tustison, Nicholas J., Patel, Sohil H., Meyer, Craig H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7158872/
https://www.ncbi.nlm.nih.gov/pubmed/32322196
http://dx.doi.org/10.3389/fncom.2020.00025

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7158872/
https://www.ncbi.nlm.nih.gov/pubmed/32322196
http://dx.doi.org/10.3389/fncom.2020.00025

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