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Convolutional Neural Networks for Pediatric Refractory Epilepsy Classification Using Resting-State Functional Magnetic Resonance Imaging.
Nguyen, Ryan D; Kennady, Emmett H; Smyth, Matthew D; Zhu, Liang; Pao, Ludovic P; Swisher, Shannon K; Rosas, Alberto; Mitra, Anish; Patel, Rajan P; Lankford, Jeremy; Von Allmen, Gretchen; Watkins, Michael W; Funke, Michael E; Shah, Manish N.
Afiliación
  • Nguyen RD; Department of Pediatric Surgery and Neurosurgery, McGovern Medical School at UTHealth, Houston, Texas, USA. Electronic address: ryan90nguyen@tamu.edu.
  • Kennady EH; Department of Pediatric Surgery and Neurosurgery, McGovern Medical School at UTHealth, Houston, Texas, USA.
  • Smyth MD; Department of Neurological Surgery, Washington University School of Medicine, St. Louis, Missouri, USA.
  • Zhu L; Biostatistics and Epidemiology Research Design Core, Institute for Clinical and Translational Sciences, McGovern Medical School at UTHealth, Houston, Texas, USA.
  • Pao LP; Department of Pediatric Surgery and Neurosurgery, McGovern Medical School at UTHealth, Houston, Texas, USA.
  • Swisher SK; Department of Pediatric Surgery and Neurosurgery, McGovern Medical School at UTHealth, Houston, Texas, USA.
  • Rosas A; Department of Pediatric Surgery and Neurosurgery, McGovern Medical School at UTHealth, Houston, Texas, USA.
  • Mitra A; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, Missouri, USA.
  • Patel RP; Department of Diagnostic and Interventional Imaging, McGovern Medical School at UTHealth, Houston, Texas, USA.
  • Lankford J; Department of Pediatric Neurology, McGovern Medical School at UTHealth, Houston, Texas, USA.
  • Von Allmen G; Department of Pediatric Neurology, McGovern Medical School at UTHealth, Houston, Texas, USA.
  • Watkins MW; Department of Pediatric Neurology, McGovern Medical School at UTHealth, Houston, Texas, USA.
  • Funke ME; Department of Pediatric Neurology, McGovern Medical School at UTHealth, Houston, Texas, USA.
  • Shah MN; Department of Pediatric Surgery and Neurosurgery, McGovern Medical School at UTHealth, Houston, Texas, USA.
World Neurosurg ; 149: e1112-e1122, 2021 05.
Article en En | MEDLINE | ID: mdl-33418117
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Encéfalo / Imagen por Resonancia Magnética / Redes Neurales de la Computación / Neuroimagen Funcional / Epilepsia Refractaria Tipo de estudio: Observational_studies / Prognostic_studies Límite: Adolescent / Child / Female / Humans / Male Idioma: En Revista: World Neurosurg Asunto de la revista: NEUROCIRURGIA Año: 2021 Tipo del documento: Article
Texto completo
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Encéfalo / Imagen por Resonancia Magnética / Redes Neurales de la Computación / Neuroimagen Funcional / Epilepsia Refractaria Tipo de estudio: Observational_studies / Prognostic_studies Límite: Adolescent / Child / Female / Humans / Male Idioma: En Revista: World Neurosurg Asunto de la revista: NEUROCIRURGIA Año: 2021 Tipo del documento: Article