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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Bibliografski detalji
Izdano u:Neuro Oncol
Glavni autori: 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
Jezik:Inglês
Izdano: Oxford University Press 2020
Teme:
Imaging
Online pristup: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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