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Distinguishing between paediatric brain tumour types using multi-parametric magnetic resonance imaging and machine learning: A multi-site study.
Grist JT, Withey S, MacPherson L, Oates A, Powell S, Novak J, Abernethy L, Pizer B, Grundy R, Bailey S, Mitra D, Arvanitis TN, Auer DP, Avula S, Peet AC. Grist JT, et al. Among authors: mitra d. Neuroimage Clin. 2020;25:102172. doi: 10.1016/j.nicl.2020.102172. Epub 2020 Jan 23. Neuroimage Clin. 2020. PMID: 32032817 Free PMC article.
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: mitra d. 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. Among authors: mitra d. 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: mitra d. 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: mitra d. NMR Biomed. 2022 Jun;35(6):e4673. doi: 10.1002/nbm.4673. Epub 2022 Jan 27. NMR Biomed. 2022. PMID: 35088473
Dynamic susceptibility-contrast magnetic resonance imaging with contrast agent leakage correction aids in predicting grade in pediatric brain tumours: a multicenter study.
Withey SB, MacPherson L, Oates A, Powell S, Novak J, Abernethy L, Pizer B, Grundy R, Morgan PS, Bailey S, Mitra D, Arvanitis TN, Auer DP, Avula S, Peet AC. Withey SB, et al. Among authors: mitra d. Pediatr Radiol. 2022 May;52(6):1134-1149. doi: 10.1007/s00247-021-05266-7. Epub 2022 Mar 15. Pediatr Radiol. 2022. PMID: 35290489 Free PMC article.
1,007 results