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

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Title: Classification of paediatric brain tumours by diffusion weighted imaging and machine learning.
Authors: Novak J; Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.; Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK.; Department of Psychology, School of Life and Health Sciences, Aston University, Birmingham, UK.; Aston Neuroscience Institute, School of Life and Health Sciences, Aston University, Birmingham, UK., Zarinabad N; Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.; Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK., Rose H; Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.; Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK., Arvanitis T; Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.; Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK.; Institute of Digital Healthcare, WMG, University of Warwick, Coventry, UK., MacPherson L; Radiology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK., Pinkey B; Radiology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK., Oates A; Radiology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK., Hales P; Developmental Imaging & Biophysics Section, UCL Great Ormond Street Institute of Child Health, London, WC1N 1EH, UK., Grundy R; The Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, UK., Auer D; Sir Peter Mansfield Imaging Centre, University of Nottingham Biomedical Research Centre, Nottingham, UK.; NIHR Nottingham Biomedical Research Centre, Nottingham, UK., Gutierrez DR; The Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, UK.; Medical Physics, Nottingham University Hospital, Queen's Medical Centre, Nottingham, UK., Jaspan T; The Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, UK.; Neuroradiology, Nottingham University Hospital, Queen's Medical Centre, Nottingham, UK., Avula S; Department of Radiology, Alder Hey Children's Hospital NHS Foundation Trust, Liverpool, UK., Abernethy L; Department of Radiology, Alder Hey Children's Hospital NHS Foundation Trust, Liverpool, UK., Kaur R; Developmental Imaging & Biophysics Section, UCL Great Ormond Street Institute of Child Health, London, WC1N 1EH, UK., Hargrave D; Haematology and Oncology Department, Great Ormond Street Children's Hospital, London, UK., Mitra D; The Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle, UK., Bailey S; Sir James Spence Institute of Child Health, Royal Victoria Infirmary, Newcastle upon Tyne, UK., Davies N; Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.; Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK.; Radiation Protection Services, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK., Clark C; Developmental Imaging & Biophysics Section, UCL Great Ormond Street Institute of Child Health, London, WC1N 1EH, UK., Peet A; Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences, University of Birmingham, Birmingham, UK. a.peet@bham.ac.uk.; Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK. a.peet@bham.ac.uk.
Source: Scientific reports [Sci Rep] 2021 Feb 04; Vol. 11 (1), pp. 2987. Date of Electronic Publication: 2021 Feb 04.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Novak+J%22">Novak J</searchLink>; Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.; Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK.; Department of Psychology, School of Life and Health Sciences, Aston University, Birmingham, UK.; Aston Neuroscience Institute, School of Life and Health Sciences, Aston University, Birmingham, UK.<br /><searchLink fieldCode="AU" term="%22Zarinabad+N%22">Zarinabad N</searchLink>; Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.; Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK.<br /><searchLink fieldCode="AU" term="%22Rose+H%22">Rose H</searchLink>; Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.; Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK.<br /><searchLink fieldCode="AU" term="%22Arvanitis+T%22">Arvanitis T</searchLink>; Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.; Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK.; Institute of Digital Healthcare, WMG, University of Warwick, Coventry, UK.<br /><searchLink fieldCode="AU" term="%22MacPherson+L%22">MacPherson L</searchLink>; Radiology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK.<br /><searchLink fieldCode="AU" term="%22Pinkey+B%22">Pinkey B</searchLink>; Radiology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK.<br /><searchLink fieldCode="AU" term="%22Oates+A%22">Oates A</searchLink>; Radiology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK.<br /><searchLink fieldCode="AU" term="%22Hales+P%22">Hales P</searchLink>; Developmental Imaging & Biophysics Section, UCL Great Ormond Street Institute of Child Health, London, WC1N 1EH, UK.<br /><searchLink fieldCode="AU" term="%22Grundy+R%22">Grundy R</searchLink>; The Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, UK.<br /><searchLink fieldCode="AU" term="%22Auer+D%22">Auer D</searchLink>; Sir Peter Mansfield Imaging Centre, University of Nottingham Biomedical Research Centre, Nottingham, UK.; NIHR Nottingham Biomedical Research Centre, Nottingham, UK.<br /><searchLink fieldCode="AU" term="%22Gutierrez+DR%22">Gutierrez DR</searchLink>; The Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, UK.; Medical Physics, Nottingham University Hospital, Queen's Medical Centre, Nottingham, UK.<br /><searchLink fieldCode="AU" term="%22Jaspan+T%22">Jaspan T</searchLink>; The Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, UK.; Neuroradiology, Nottingham University Hospital, Queen's Medical Centre, Nottingham, UK.<br /><searchLink fieldCode="AU" term="%22Avula+S%22">Avula S</searchLink>; Department of Radiology, Alder Hey Children's Hospital NHS Foundation Trust, Liverpool, UK.<br /><searchLink fieldCode="AU" term="%22Abernethy+L%22">Abernethy L</searchLink>; Department of Radiology, Alder Hey Children's Hospital NHS Foundation Trust, Liverpool, UK.<br /><searchLink fieldCode="AU" term="%22Kaur+R%22">Kaur R</searchLink>; Developmental Imaging & Biophysics Section, UCL Great Ormond Street Institute of Child Health, London, WC1N 1EH, UK.<br /><searchLink fieldCode="AU" term="%22Hargrave+D%22">Hargrave D</searchLink>; Haematology and Oncology Department, Great Ormond Street Children's Hospital, London, UK.<br /><searchLink fieldCode="AU" term="%22Mitra+D%22">Mitra D</searchLink>; The Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle, UK.<br /><searchLink fieldCode="AU" term="%22Bailey+S%22">Bailey S</searchLink>; Sir James Spence Institute of Child Health, Royal Victoria Infirmary, Newcastle upon Tyne, UK.<br /><searchLink fieldCode="AU" term="%22Davies+N%22">Davies N</searchLink>; Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.; Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK.; Radiation Protection Services, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.<br /><searchLink fieldCode="AU" term="%22Clark+C%22">Clark C</searchLink>; Developmental Imaging & Biophysics Section, UCL Great Ormond Street Institute of Child Health, London, WC1N 1EH, UK.<br /><searchLink fieldCode="AU" term="%22Peet+A%22">Peet A</searchLink>; Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences, University of Birmingham, Birmingham, UK. a.peet@bham.ac.uk.; Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK. a.peet@bham.ac.uk.
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