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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Vydáno v:Neuro Oncol
Hlavní autoři: 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
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2020
Témata:
Imaging
On-line přístup: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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