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A non-invasive, automated diagnosis of Menière's disease using radiomics and machine learning on conventional magnetic resonance imaging: A multicentric, case-controlled feasibility study.
van der Lubbe, Marly F J A; Vaidyanathan, Akshayaa; de Wit, Marjolein; van den Burg, Elske L; Postma, Alida A; Bruintjes, Tjasse D; Bilderbeek-Beckers, Monique A L; Dammeijer, Patrick F M; Bossche, Stephanie Vanden; Van Rompaey, Vincent; Lambin, Philippe; van Hoof, Marc; van de Berg, Raymond.
Afiliación
  • van der Lubbe MFJA; Department of Otolaryngology and Head and Neck Surgery, Maastricht University Medical Center +, Maastricht, The Netherlands. marly.lubbe@mumc.nl.
  • Vaidyanathan A; The D-Lab, Department of Precision Medicine, GROW Research Institute for Oncology, Maastricht University, Maastricht, The Netherlands.
  • de Wit M; Research and Development, Oncoradiomics SA, Liege, Belgium.
  • van den Burg EL; Department of Otolaryngology and Head and Neck Surgery, Maastricht University Medical Center +, Maastricht, The Netherlands.
  • Postma AA; Department of Otolaryngology and Head and Neck Surgery, Maastricht University Medical Center +, Maastricht, The Netherlands.
  • Bruintjes TD; Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.
  • Bilderbeek-Beckers MAL; School for Mental Health and Sciences, Maastricht University, Maastricht, The Netherlands.
  • Dammeijer PFM; Department of Otorhinolaryngology, Gelre Hospital, Apeldoorn, The Netherlands.
  • Bossche SV; Department of Otorhinolaryngology, Leiden University Medical Center, Leiden, The Netherlands.
  • Van Rompaey V; Department of Radiology, Viecuri Medical Center, Venlo, The Netherlands.
  • Lambin P; Department of Otorhinolaryngology, Viecuri Medical Center, Venlo, The Netherlands.
  • van Hoof M; Department of Radiology, Antwerp University Hospital, Antwerp, Belgium.
  • van de Berg R; Department of Radiology, AZ St-Jan Brugge-Oostende, Bruges, Belgium.
Radiol Med ; 127(1): 72-82, 2022 Jan.
Article en En | MEDLINE | ID: mdl-34822101
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Contexto en salud: 1_ASSA2030 Problema de salud: 1_doencas_transmissiveis Asunto principal: Imagen por Resonancia Magnética / Interpretación de Imagen Asistida por Computador / Aprendizaje Automático / Enfermedad de Meniere Tipo de estudio: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Adolescent / Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Idioma: En Revista: Radiol Med Año: 2022 Tipo del documento: Article País de afiliación: Países Bajos
Texto completo
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Contexto en salud: 1_ASSA2030 Problema de salud: 1_doencas_transmissiveis Asunto principal: Imagen por Resonancia Magnética / Interpretación de Imagen Asistida por Computador / Aprendizaje Automático / Enfermedad de Meniere Tipo de estudio: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Adolescent / Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Idioma: En Revista: Radiol Med Año: 2022 Tipo del documento: Article País de afiliación: Países Bajos