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Application of pattern recognition techniques for classification of pediatric brain tumors by in vivo 3T 1 H-MR spectroscopy-A multi-center study.
Zarinabad N, Abernethy LJ, Avula S, Davies NP, Rodriguez Gutierrez D, Jaspan T, MacPherson L, Mitra D, Rose HEL, Wilson M, Morgan PS, Bailey S, Pizer B, Arvanitis TN, Grundy RG, Auer DP, Peet A. Zarinabad N, et al. Among authors: rose hel. Magn Reson Med. 2018 Apr;79(4):2359-2366. doi: 10.1002/mrm.26837. Epub 2017 Aug 8. Magn Reson Med. 2018. PMID: 28786132 Free PMC article.
Classification of paediatric brain tumours by diffusion weighted imaging and machine learning.
Novak J, Zarinabad N, Rose H, Arvanitis T, MacPherson L, Pinkey B, Oates A, Hales P, Grundy R, Auer D, Gutierrez DR, Jaspan T, Avula S, Abernethy L, Kaur R, Hargrave D, Mitra D, Bailey S, Davies N, Clark C, Peet A. Novak J, et al. Sci Rep. 2021 Feb 4;11(1):2987. doi: 10.1038/s41598-021-82214-3. Sci Rep. 2021. PMID: 33542327 Free PMC article.
Combining multi-site magnetic resonance imaging with machine learning predicts survival in pediatric brain tumors.
Grist JT, Withey S, Bennett C, Rose HEL, MacPherson L, Oates A, Powell S, Novak J, Abernethy L, Pizer B, Bailey S, Clifford SC, Mitra D, Arvanitis TN, Auer DP, Avula S, Grundy R, Peet AC. Grist JT, et al. Among authors: rose hel. Sci Rep. 2021 Sep 23;11(1):18897. doi: 10.1038/s41598-021-96189-8. Sci Rep. 2021. PMID: 34556677 Free PMC article.
Metabolite selection for machine learning in childhood brain tumour classification.
Zhao D, Grist JT, Rose HEL, Davies NP, Wilson M, MacPherson L, Abernethy LJ, Avula S, Pizer B, Gutierrez DR, Jaspan T, Morgan PS, Mitra D, Bailey S, Sawlani V, Arvanitis TN, Sun Y, Peet AC. Zhao D, et al. Among authors: rose hel. NMR Biomed. 2022 Jun;35(6):e4673. doi: 10.1002/nbm.4673. Epub 2022 Jan 27. NMR Biomed. 2022. PMID: 35088473
Metabolite profiles of medulloblastoma for rapid and non-invasive detection of molecular disease groups.
Kohe S, Bennett C, Burté F, Adiamah M, Rose H, Worthington L, Scerif F, MacPherson L, Gill S, Hicks D, Schwalbe EC, Crosier S, Storer L, Lourdusamy A, Mitra D, Morgan PS, Dineen RA, Avula S, Pizer B, Wilson M, Davies N, Tennant D, Bailey S, Williamson D, Arvanitis TN, Grundy RG, Clifford SC, Peet AC. Kohe S, et al. EBioMedicine. 2024 Feb;100:104958. doi: 10.1016/j.ebiom.2023.104958. Epub 2024 Jan 6. EBioMedicine. 2024. PMID: 38184938 Free PMC article.
Characterisation of paediatric brain tumours by their MRS metabolite profiles.
Gill SK, Rose HEL, Wilson M, Rodriguez Gutierrez D, Worthington L, Davies NP, MacPherson L, Hargrave DR, Saunders DE, Clark CA, Payne GS, Leach MO, Howe FA, Auer DP, Jaspan T, Morgan PS, Grundy RG, Avula S, Pizer B, Arvanitis TN, Peet AC. Gill SK, et al. Among authors: rose hel. NMR Biomed. 2024 May;37(5):e5101. doi: 10.1002/nbm.5101. Epub 2024 Feb 1. NMR Biomed. 2024. PMID: 38303627