Prediction of 1p/19q Codeletion in Diffuse Glioma Patients Using Pre-operative Multiparametric Magnetic Resonance Imaging

This study compared the predictive power and robustness of texture, topological, and convolutional neural network (CNN) based image features for measuring tumors in MRI. These features were used to predict 1p/19q codeletion in the MICCAI BRATS 2017 challenge dataset. Topological data analysis (TDA)...

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Detalles Bibliográficos
Autores principales: Kim, Donnie, Wang, Nicholas, Ravikumar, Viswesh, Raghuram, D. R., Li, Jinju, Patel, Ankit, Wendt, Richard E., Rao, Ganesh, Rao, Arvind
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6682685/
https://www.ncbi.nlm.nih.gov/pubmed/31417387
http://dx.doi.org/10.3389/fncom.2019.00052

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6682685/
https://www.ncbi.nlm.nih.gov/pubmed/31417387
http://dx.doi.org/10.3389/fncom.2019.00052

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