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Machine learning assisted DSC-MRI radiomics as a tool for glioma classification by grade and mutation status.
Sudre, Carole H; Panovska-Griffiths, Jasmina; Sanverdi, Eser; Brandner, Sebastian; Katsaros, Vasileios K; Stranjalis, George; Pizzini, Francesca B; Ghimenton, Claudio; Surlan-Popovic, Katarina; Avsenik, Jernej; Spampinato, Maria Vittoria; Nigro, Mario; Chatterjee, Arindam R; Attye, Arnaud; Grand, Sylvie; Krainik, Alexandre; Anzalone, Nicoletta; Conte, Gian Marco; Romeo, Valeria; Ugga, Lorenzo; Elefante, Andrea; Ciceri, Elisa Francesca; Guadagno, Elia; Kapsalaki, Eftychia; Roettger, Diana; Gonzalez, Javier; Boutelier, Timothé; Cardoso, M Jorge; Bisdas, Sotirios.
Afiliação
  • Sudre CH; Department of Biomedical Engineering, School of Biomedical Engineering & Imaging Sciences, King's College, London, UK.
  • Panovska-Griffiths J; Dementia Research Centre, Institute of Neurology, University College London, London, UK.
  • Sanverdi E; Department of Medical Physics and Biomedical Engineering, University College London, London, UK.
  • Brandner S; Department of Applied Health Research, Institute of Epidemiology & Health Care, University College London, London, UK. j.panovska-griffiths@ucl.ac.uk.
  • Katsaros VK; Institute for Global Health, University College London, London, UK. j.panovska-griffiths@ucl.ac.uk.
  • Stranjalis G; The Queen's College, Oxford University, Oxford, UK. j.panovska-griffiths@ucl.ac.uk.
  • Pizzini FB; Department of Neuroradiology, The National Hospital for Neurology and Neurosurgery, University College London NHS Foundation Trust, London, UK.
  • Ghimenton C; Division of Neuropathology, UCL Queen Square Institute of Neurology, London, UK.
  • Surlan-Popovic K; Department of Advanced Imaging Modalities, MRI Unit, General Anti-Cancer and Oncological Hospital of Athens "St. Savvas", Athens, Greece.
  • Avsenik J; Department of Neurosurgery, General Hospital Evangelismos, Medical School, University of Athens, Athens, Greece.
  • Spampinato MV; Department of Neurosurgery, General Hospital Evangelismos, Medical School, University of Athens, Athens, Greece.
  • Nigro M; Neuroradiology, Department of Diagnostics and Pathology, Verona University Hospital, Verona, Italy.
  • Chatterjee AR; Neuropathology, Department of Diagnostics and Pathology, Verona University Hospital, Verona, Italy.
  • Attye A; Department of Neuroradiology, University Medical Centre, Ljubljana, Slovenia.
  • Grand S; Department of Radiology, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia.
  • Krainik A; Department of Neuroradiology, University Medical Centre, Ljubljana, Slovenia.
  • Anzalone N; Department of Radiology, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia.
  • Conte GM; Department of Radiology and Radiological Science, Medical University of South Carolina, Charleston, SC, USA.
  • Romeo V; Department of Radiology and Radiological Science, Medical University of South Carolina, Charleston, SC, USA.
  • Ugga L; Department of Radiology and Radiological Science, Medical University of South Carolina, Charleston, SC, USA.
  • Elefante A; Grenoble Institute of Neurosciences, INSERM, University Grenoble Alpes, Grenoble, France.
  • Ciceri EF; Grenoble Institute of Neurosciences, INSERM, University Grenoble Alpes, Grenoble, France.
  • Guadagno E; Grenoble Institute of Neurosciences, INSERM, University Grenoble Alpes, Grenoble, France.
  • Kapsalaki E; Department of Neuroradiology, San Raffaele Hospital, Vita-Salute San Raffaele University, Milan, Italy.
  • Roettger D; Department of Neuroradiology, San Raffaele Hospital, Vita-Salute San Raffaele University, Milan, Italy.
  • Gonzalez J; Department of Advanced Biomedical Sciences, Diagnostic Imaging Section, University of Naples Federico II, Naples, Italy.
  • Boutelier T; Department of Advanced Biomedical Sciences, Diagnostic Imaging Section, University of Naples Federico II, Naples, Italy.
  • Cardoso MJ; Department of Advanced Biomedical Sciences, Diagnostic Imaging Section, University of Naples Federico II, Naples, Italy.
  • Bisdas S; Neuropathology, Department of Diagnostics and Pathology, Verona University Hospital, Verona, Italy.
BMC Med Inform Decis Mak ; 20(1): 149, 2020 07 06.
Article em En | MEDLINE | ID: mdl-32631306
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Neoplasias Encefálicas / Glioma Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2020 Tipo de documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Neoplasias Encefálicas / Glioma Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2020 Tipo de documento: Article