MRI-based radiomics for prognosis of pediatric diffuse intrinsic pontine glioma: an international study

BACKGROUND: Diffuse intrinsic pontine gliomas (DIPGs) are lethal pediatric brain tumors. Presently, MRI is the mainstay of disease diagnosis and surveillance. We identify clinically significant computational features from MRI and create a prognostic machine learning model. METHODS: We isolated tumor...

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Detalles Bibliográficos
Autores principales: Tam, Lydia T, Yeom, Kristen W, Wright, Jason N, Jaju, Alok, Radmanesh, Alireza, Han, Michelle, Toescu, Sebastian, Maleki, Maryam, Chen, Eric, Campion, Andrew, Lai, Hollie A, Eghbal, Azam A, Oztekin, Ozgur, Mankad, Kshitij, Hargrave, Darren, Jacques, Thomas S, Goetti, Robert, Lober, Robert M, Cheshier, Samuel H, Napel, Sandy, Said, Mourad, Aquilina, Kristian, Ho, Chang Y, Monje, Michelle, Vitanza, Nicholas A, Mattonen, Sarah A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Clinical Investigations
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8095337/
https://www.ncbi.nlm.nih.gov/pubmed/33977272
http://dx.doi.org/10.1093/noajnl/vdab042

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