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Interpretability of radiomics models is improved when using feature group selection strategies for predicting molecular and clinical targets in clear-cell renal cell carcinoma: insights from the TRACERx Renal study.
Orton, Matthew R; Hann, Evan; Doran, Simon J; Shepherd, Scott T C; Ap Dafydd, Derfel; Spencer, Charlotte E; López, José I; Albarrán-Artahona, Víctor; Comito, Francesca; Warren, Hannah; Shur, Joshua; Messiou, Christina; Larkin, James; Turajlic, Samra; Koh, Dow-Mu.
Afiliação
  • Orton MR; Artificial Intelligence Imaging Hub, Royal Marsden NHS Foundation Trust, London, UK.
  • Hann E; Artificial Intelligence Imaging Hub, Royal Marsden NHS Foundation Trust, London, UK.
  • Doran SJ; Division of Radiotherapy and Imaging, Institute of Cancer Research, London, UK.
  • Shepherd STC; Cancer Dynamics Laboratory, The Francis Crick Institute, London, UK.
  • Ap Dafydd D; Renal and Skin Units, Royal Marsden Hospital NHS Foundation Trust, London, UK.
  • Spencer CE; Melanoma and Kidney Cancer Team, Institute of Cancer Research, London, UK.
  • López JI; Department of Radiology, Royal Marsden NHS Foundation Trust, London, UK.
  • Albarrán-Artahona V; Cancer Dynamics Laboratory, The Francis Crick Institute, London, UK.
  • Comito F; Cancer Dynamics Laboratory, The Francis Crick Institute, London, UK.
  • Warren H; Biomarkers in Cancer Unit, Biocruces-Bizkaia Health Research Institute, Barakaldo, Spain.
  • Shur J; Renal and Skin Units, Royal Marsden Hospital NHS Foundation Trust, London, UK.
  • Messiou C; Medical Oncology Department, Hospital Clinic de Barcelona, Barcelona, Spain.
  • Larkin J; Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy.
  • Turajlic S; Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy.
  • Koh DM; Division of Surgery and Interventional Science, University College London, London, UK.
Cancer Imaging ; 23(1): 76, 2023 Aug 14.
Article em En | MEDLINE | ID: mdl-37580840
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Carcinoma de Células Renais / Neoplasias Renais Idioma: En Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Reino Unido
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Carcinoma de Células Renais / Neoplasias Renais Idioma: En Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Reino Unido