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

  • Jan Novak
  • , Niloufar Zarinabad
  • , Heather Rose
  • , Theodoros Arvanitis
  • , Lesley MacPherson
  • , Benjamin Pinkey
  • , Adam Oates
  • , Patrick Hales
  • , Richard Grundy
  • , Dorothee Auer
  • , Daniel Rodriguez Gutierrez
  • , Tim Jaspan
  • , Shivaram Avula
  • , Laurence Abernethy
  • , Ramneek Kaur
  • , Darren Hargrave
  • , Dipayan Mitra
  • , Simon Bailey
  • , Nigel Davies
  • , Christopher Clark
  • Andrew Peet*
*Corresponding author for this work
  • grid.6572.6 0000 0004 1936 7486 Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences University of Birmingham Birmingham UK; grid.498025.2 Oncology, Birmingham Women’s and Children’s NHS Foundation Trust Birmingham UK
  • grid.6572.6 0000 0004 1936 7486 Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences University of Birmingham Birmingham UK; grid.498025.2 Oncology, Birmingham Women’s and Children’s NHS Foundation Trust Birmingham UK; grid.7372.1 0000 0000 8809 1613 Institute of Digital Healthcare, WMG University of Warwick Coventry UK
  • grid.498025.2 Radiology, Birmingham Women’s and Children’s NHS Foundation Trust Birmingham UK
  • grid.83440.3b 0000000121901201 Developmental Imaging & Biophysics Section UCL Great Ormond Street Institute of Child Health WC1N 1EH London UK
  • grid.4563.4 0000 0004 1936 8868 The Children’s Brain Tumour Research Centre University of Nottingham Nottingham UK
  • grid.4563.4 0000 0004 1936 8868 Sir Peter Mansfield Imaging Centre University of Nottingham Biomedical Research Centre Nottingham UK; NIHR Nottingham Biomedical Research Centre Nottingham UK
  • grid.4563.4 0000 0004 1936 8868 The Children’s Brain Tumour Research Centre University of Nottingham Nottingham UK; grid.415598.4 0000 0004 0641 4263 Medical Physics Nottingham University Hospital, Queen’s Medical Centre Nottingham UK
  • grid.4563.4 0000 0004 1936 8868 The Children’s Brain Tumour Research Centre University of Nottingham Nottingham UK; grid.415598.4 0000 0004 0641 4263 Neuroradiology, Nottingham University Hospital, Queen’s Medical Centre Nottingham UK
  • grid.413582.9 0000 0001 0503 2798 Department of Radiology Alder Hey Children’s Hospital NHS Foundation Trust Liverpool UK
  • Haematology and Oncology Department Great Ormond Street Children’s Hospital London UK
  • grid.420004.2 0000 0004 0444 2244 The Newcastle Upon Tyne Hospitals NHS Foundation Trust Newcastle UK
  • grid.419334.8 0000 0004 0641 3236 Sir James Spence Institute of Child Health Royal Victoria Infirmary Newcastle upon Tyne UK
  • grid.6572.6 0000 0004 1936 7486 Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences University of Birmingham Birmingham UK; grid.498025.2 Oncology, Birmingham Women’s and Children’s NHS Foundation Trust Birmingham UK; grid.412563.7 0000 0004 0376 6589 Radiation Protection Services University Hospitals Birmingham NHS Foundation Trust Birmingham UK

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Medicine and Dentistry

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