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Brain Tumor Segmentation and Survival Prediction Using Multimodal MRI Scans With Deep Learning

Gliomas are the most common primary brain malignancies. Accurate and robust tumor segmentation and prediction of patients' overall survival are important for diagnosis, treatment planning and risk factor identification. Here we present a deep learning-based framework for brain tumor segmentatio...

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Detalles Bibliográficos
Autores principales: Sun, Li, Zhang, Songtao, Chen, Hang, Luo, Lin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6707136/
https://www.ncbi.nlm.nih.gov/pubmed/31474816
http://dx.doi.org/10.3389/fnins.2019.00810