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AI and High-Grade Glioma for Diagnosis and Outcome Prediction: Do All Machine Learning Models Perform Equally Well?
Pasquini, Luca; Napolitano, Antonio; Lucignani, Martina; Tagliente, Emanuela; Dellepiane, Francesco; Rossi-Espagnet, Maria Camilla; Ritrovato, Matteo; Vidiri, Antonello; Villani, Veronica; Ranazzi, Giulio; Stoppacciaro, Antonella; Romano, Andrea; Di Napoli, Alberto; Bozzao, Alessandro.
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  • Pasquini L; Neuroradiology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, United States.
  • Napolitano A; Neuroradiology Unit, Neuroscience, Mental Health and Sensory Organs (NESMOS) Department, Sant'Andrea Hospital, La Sapienza University, Rome, Italy.
  • Lucignani M; Medical Physics Department, Bambino Gesù Children's Hospital, Scientific Institute for Research, Hospitalization and Healthcare (IRCCS), Rome, Italy.
  • Tagliente E; Medical Physics Department, Bambino Gesù Children's Hospital, Scientific Institute for Research, Hospitalization and Healthcare (IRCCS), Rome, Italy.
  • Dellepiane F; Medical Physics Department, Bambino Gesù Children's Hospital, Scientific Institute for Research, Hospitalization and Healthcare (IRCCS), Rome, Italy.
  • Rossi-Espagnet MC; Neuroradiology Unit, Neuroscience, Mental Health and Sensory Organs (NESMOS) Department, Sant'Andrea Hospital, La Sapienza University, Rome, Italy.
  • Ritrovato M; Neuroradiology Unit, Neuroscience, Mental Health and Sensory Organs (NESMOS) Department, Sant'Andrea Hospital, La Sapienza University, Rome, Italy.
  • Vidiri A; Neuroradiology Unit, Imaging Department, Bambino Gesù Children's Hospital, Scientific Institute for Research, Hospitalization and Healthcare (IRCCS), Rome, Italy.
  • Villani V; Unit of Health Technology Assessment (HTA), Biomedical Technology Risk Manager, Bambino Gesù Children's Hospital, Scientific Institute for Research, Hospitalization and Healthcare (IRCCS), Rome, Italy.
  • Ranazzi G; Radiology and Diagnostic Imaging Department, Regina Elena National Cancer Institute, Scientific Institute for Research, Hospitalization and Healthcare (IRCCS), Rome, Italy.
  • Stoppacciaro A; Neuro-Oncology Unit, Regina Elena National Cancer Institute, Scientific Institute for Research, Hospitalization and Healthcare (IRCCS), Rome, Italy.
  • Romano A; Department of Clinical and Molecular Medicine, Surgical Pathology Units, Sant'Andrea Hospital, La Sapienza University, Rome, Italy.
  • Di Napoli A; Department of Clinical and Molecular Medicine, Surgical Pathology Units, Sant'Andrea Hospital, La Sapienza University, Rome, Italy.
  • Bozzao A; Neuroradiology Unit, Neuroscience, Mental Health and Sensory Organs (NESMOS) Department, Sant'Andrea Hospital, La Sapienza University, Rome, Italy.
Front Oncol ; 11: 601425, 2021.
Article en En | MEDLINE | ID: mdl-34888226
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Texto completo: 1 Base de datos: MEDLINE Tipo de estudio: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Idioma: En Revista: Front Oncol Año: 2021 Tipo del documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar en Google

Texto completo: 1 Base de datos: MEDLINE Tipo de estudio: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Idioma: En Revista: Front Oncol Año: 2021 Tipo del documento: Article