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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Detalhes bibliográficos
Publicado no:Neurooncol Adv
Main Authors: 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: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2021
Assuntos:
Clinical Investigations
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8095337/
https://ncbi.nlm.nih.gov/pubmed/33977272
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/noajnl/vdab042
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