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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Dettagli Bibliografici
Pubblicato in:Neurooncol Adv
Autori principali: 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
Natura: Artigo
Lingua:Inglês
Pubblicazione: Oxford University Press 2021
Soggetti:
Clinical Investigations
Accesso online: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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