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. |
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| 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 |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2045-2322 |
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| DOI: | 10.1038/s41598-021-82214-3 |
