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Context aware deep learning for brain tumor segmentation, subtype classification, and survival prediction using radiology images

A brain tumor is an uncontrolled growth of cancerous cells in the brain. Accurate segmentation and classification of tumors are critical for subsequent prognosis and treatment planning. This work proposes context aware deep learning for brain tumor segmentation, subtype classification, and overall s...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Pei, Linmin, Vidyaratne, Lasitha, Rahman, Md Monibor, Iftekharuddin, Khan M.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7665039/
https://ncbi.nlm.nih.gov/pubmed/33184301
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-74419-9
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