Multi-Channel 3D Deep Feature Learning for Survival Time Prediction of Brain Tumor Patients Using Multi-Modal Neuroimages

High-grade gliomas are the most aggressive malignant brain tumors. Accurate pre-operative prognosis for this cohort can lead to better treatment planning. Conventional survival prediction based on clinical information is subjective and could be inaccurate. Recent radiomics studies have shown better...

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Detalles Bibliográficos
Autores principales: Nie, Dong, Lu, Junfeng, Zhang, Han, Adeli, Ehsan, Wang, Jun, Yu, Zhengda, Liu, LuYan, Wang, Qian, Wu, Jinsong, Shen, Dinggang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6355868/
https://www.ncbi.nlm.nih.gov/pubmed/30705340
http://dx.doi.org/10.1038/s41598-018-37387-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6355868/
https://www.ncbi.nlm.nih.gov/pubmed/30705340
http://dx.doi.org/10.1038/s41598-018-37387-9

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