MRI-based classification of IDH mutation and 1p/19q codeletion status of gliomas using a 2.5D hybrid multi-task convolutional neural network

BACKGROUND: IDH mutation and 1p/19q codeletion status are important prognostic markers for glioma that are currently determined using invasive procedures. Our goal was to develop artificial intelligence-based methods to noninvasively determine molecular alterations from MRI. METHODS: Pre-operative M...

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Detalles Bibliográficos
Autores principales: Chakrabarty, Satrajit, LaMontagne, Pamela, Shimony, Joshua, Marcus, Daniel S, Sotiras, Aristeidis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Basic and Translational Investigations
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10162113/
https://www.ncbi.nlm.nih.gov/pubmed/37152810
http://dx.doi.org/10.1093/noajnl/vdad023

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10162113/
https://www.ncbi.nlm.nih.gov/pubmed/37152810
http://dx.doi.org/10.1093/noajnl/vdad023

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