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Comparison of quantitative parameters and radiomic features as inputs into machine learning models to predict the Gleason score of prostate cancer lesions.
Nai, Ying-Hwey; Cheong, Dennis Lai Hong; Roy, Sharmili; Kok, Trina; Stephenson, Mary C; Schaefferkoetter, Josh; Totman, John J; Conti, Maurizio; Eriksson, Lars; Robins, Edward G; Wang, Ziting; Chua, Wynne Yuru; Ang, Bertrand Wei Leng; Singha, Arvind Kumar; Thamboo, Thomas Paulraj; Chiong, Edmund; Reilhac, Anthonin.
Afiliación
  • Nai YH; Clinical Imaging Research Centre, Yong Loo Lin School of Medicine, National University of Singapore, Singapore. Electronic address: yinghweynai@yahoo.com.
  • Cheong DLH; Clinical Imaging Research Centre, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
  • Roy S; Clinical Imaging Research Centre, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
  • Kok T; Clinical Imaging Research Centre, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
  • Stephenson MC; Centre for Translational MR, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
  • Schaefferkoetter J; Clinical Imaging Research Centre, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Siemens Medical Solutions USA, Inc., Molecular Imaging, Knoxville, TN, USA.
  • Totman JJ; Clinical Imaging Research Centre, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Fatima College of Health Sciences, Abu Dhabi, United Arab Emirates.
  • Conti M; Siemens Medical Solutions USA, Inc., Molecular Imaging, Knoxville, TN, USA.
  • Eriksson L; Siemens Medical Solutions USA, Inc., Molecular Imaging, Knoxville, TN, USA.
  • Robins EG; Clinical Imaging Research Centre, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Singapore BioImaging Consortium, Agency for Science, Technology and Research (A*Star), Singapore.
  • Wang Z; Department of Urology, National University Hospital, Singapore.
  • Chua WY; Department of Diagnostic Imaging, National University Hospital, Singapore.
  • Ang BWL; Department of Diagnostic Imaging, National University Hospital, Singapore.
  • Singha AK; Department of Diagnostic Imaging, National University Hospital, Singapore.
  • Thamboo TP; Department of Pathology, National University Health System, Singapore.
  • Chiong E; Department of Diagnostic Imaging, National University Hospital, Singapore; Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
  • Reilhac A; Clinical Imaging Research Centre, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
Magn Reson Imaging ; 100: 64-72, 2023 07.
Article en En | MEDLINE | ID: mdl-36933775
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Texto completo: 1 Colección: 01-internacional Asunto principal: Neoplasias de la Próstata Tipo de estudio: Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans / Male Idioma: En Revista: Magn Reson Imaging Año: 2023 Tipo del documento: Article
Texto completo
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Texto completo: 1 Colección: 01-internacional Asunto principal: Neoplasias de la Próstata Tipo de estudio: Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans / Male Idioma: En Revista: Magn Reson Imaging Año: 2023 Tipo del documento: Article