IMG-06. PREDICTING SURVIVAL FROM PERFUSION AND DIFFUSION MRI BY MACHINE LEARNING

INTRODUCTION: Magnetic Resonance Imaging (MRI) is routinely used in the assessment of children’s brain tumours. Reduced diffusion and increased perfusion on MRI are commonly associated with higher grade but there is a lack of quantitative data linking these parameters to survival. Machine learning i...

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Detalhes bibliográficos
Publicado no:Neuro Oncol
Main Authors: Grist, James T, Withey, Stephanie, Bennett, Christopher, Rose, Heather, MacPherson, Lesley, Oates, Adam, Powell, Stephen, Novak, Jan, Abernethy, Laurence, Pizer, Barry, Bailey, Simon, Mitra, Dipayan, Arvanitis, Theodoros N, Auer, Dorothee P, Avula, Shivaram, Grundy, Richard, Peet, Andrew C
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
Assuntos:
Imaging
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7715839/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/neuonc/noaa222.342
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