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Deep neural network to locate and segment brain tumors outperformed the expert technicians who created the training data.
Mitchell, Joseph Ross; Kamnitsas, Konstantinos; Singleton, Kyle W; Whitmire, Scott A; Clark-Swanson, Kamala R; Ranjbar, Sara; Rickertsen, Cassandra R; Johnston, Sandra K; Egan, Kathleen M; Rollison, Dana E; Arrington, John; Krecke, Karl N; Passe, Theodore J; Verdoorn, Jared T; Nagelschneider, Alex A; Carr, Carrie M; Port, John D; Patton, Alice; Campeau, Norbert G; Liebo, Greta B; Eckel, Laurence J; Wood, Christopher P; Hunt, Christopher H; Vibhute, Prasanna; Nelson, Kent D; Hoxworth, Joseph M; Patel, Ameet C; Chong, Brian W; Ross, Jeffrey S; Boxerman, Jerrold L; Vogelbaum, Michael A; Hu, Leland S; Glocker, Ben; Swanson, Kristin R.
Afiliación
  • Mitchell JR; H. Lee Moffitt Cancer Center and Research Institute, Department of Machine Learning, Tampa, Florida, United States.
  • Kamnitsas K; Imperial College, Biomedical Image Analysis Group, London, United Kingdom.
  • Singleton KW; Mayo Clinic, Mathematical NeuroOncology Lab, Phoenix, Arizona, United States.
  • Whitmire SA; Mayo Clinic, Mathematical NeuroOncology Lab, Phoenix, Arizona, United States.
  • Clark-Swanson KR; Mayo Clinic, Mathematical NeuroOncology Lab, Phoenix, Arizona, United States.
  • Ranjbar S; Mayo Clinic, Mathematical NeuroOncology Lab, Phoenix, Arizona, United States.
  • Rickertsen CR; Mayo Clinic, Mathematical NeuroOncology Lab, Phoenix, Arizona, United States.
  • Johnston SK; Mayo Clinic, Mathematical NeuroOncology Lab, Phoenix, Arizona, United States.
  • Egan KM; University of Washington, Department of Radiology, Seattle, Washington, United States.
  • Rollison DE; H. Lee Moffitt Cancer Center and Research Institute, Department of Cancer Epidemiology, Tampa, Florida, United States.
  • Arrington J; H. Lee Moffitt Cancer Center and Research Institute, Department of Cancer Epidemiology, Tampa, Florida, United States.
  • Krecke KN; H. Lee Moffitt Cancer Center and Research Institute, Department of Diagnostic Imaging and Interventional Radiology, Tampa, Florida, United States.
  • Passe TJ; Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States.
  • Verdoorn JT; Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States.
  • Nagelschneider AA; Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States.
  • Carr CM; Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States.
  • Port JD; Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States.
  • Patton A; Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States.
  • Campeau NG; Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States.
  • Liebo GB; Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States.
  • Eckel LJ; Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States.
  • Wood CP; Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States.
  • Hunt CH; Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States.
  • Vibhute P; Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States.
  • Nelson KD; Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States.
  • Hoxworth JM; Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States.
  • Patel AC; Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States.
  • Chong BW; Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States.
  • Ross JS; Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States.
  • Boxerman JL; Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States.
  • Vogelbaum MA; Rhode Island Hospital and Alpert Medical School of Brown University, Department of Diagnostic Imaging, Providence, Rhode Island, United States.
  • Hu LS; H. Lee Moffitt Cancer Center and Research Institute, Department of Neurosurgery, Tampa, Florida, United States.
  • Glocker B; Mayo Clinic, Mathematical NeuroOncology Lab, Phoenix, Arizona, United States.
  • Swanson KR; Mayo Clinic, Department of Radiology, Rochester, Minnesota, United States.
J Med Imaging (Bellingham) ; 7(5): 055501, 2020 Sep.
Article en En | MEDLINE | ID: mdl-33102623
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Clinical_trials / Qualitative_research Idioma: En Revista: J Med Imaging (Bellingham) Año: 2020 Tipo del documento: Article País de afiliación: Estados Unidos
Texto completo
Añadir a Mi BVS
Imprimir
XML
PubMed Links
Buscar en Google

Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Clinical_trials / Qualitative_research Idioma: En Revista: J Med Imaging (Bellingham) Año: 2020 Tipo del documento: Article País de afiliación: Estados Unidos