Classification of paediatric brain tumours by diffusion weighted imaging and machine learning

To determine if apparent diffusion coefficients (ADC) can discriminate between posterior fossa brain tumours on a multicentre basis. A total of 124 paediatric patients with posterior fossa tumours (including 55 Medulloblastomas, 36 Pilocytic Astrocytomas and 26 Ependymomas) were scanned using diffus...

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Publicat a:Sci Rep
Autors principals: Novak, Jan, Zarinabad, Niloufar, Rose, Heather, Arvanitis, Theodoros, MacPherson, Lesley, Pinkey, Benjamin, Oates, Adam, Hales, Patrick, Grundy, Richard, Auer, Dorothee, Gutierrez, Daniel Rodriguez, Jaspan, Tim, Avula, Shivaram, Abernethy, Laurence, Kaur, Ramneek, Hargrave, Darren, Mitra, Dipayan, Bailey, Simon, Davies, Nigel, Clark, Christopher, Peet, Andrew
Format: Artigo
Idioma:Inglês
Publicat: Nature Publishing Group UK 2021
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Article
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7862387/
https://ncbi.nlm.nih.gov/pubmed/33542327
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-82214-3
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