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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Bibliographic Details
Published in: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
Format: Artigo
Language:Inglês
Published: Oxford University Press 2020
Subjects:
Imaging
Online Access: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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