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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Опубликовано в: :Neurooncol Adv
Главные авторы: 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
Формат: Artigo
Язык:Inglês
Опубликовано: Oxford University Press 2021
Предметы:
Clinical Investigations
Online-ссылка: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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