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Predicting optimal deep brain stimulation parameters for Parkinson's disease using functional MRI and machine learning.
Boutet, Alexandre; Madhavan, Radhika; Elias, Gavin J B; Joel, Suresh E; Gramer, Robert; Ranjan, Manish; Paramanandam, Vijayashankar; Xu, David; Germann, Jurgen; Loh, Aaron; Kalia, Suneil K; Hodaie, Mojgan; Li, Bryan; Prasad, Sreeram; Coblentz, Ailish; Munhoz, Renato P; Ashe, Jeffrey; Kucharczyk, Walter; Fasano, Alfonso; Lozano, Andres M.
Afiliación
  • Boutet A; Joint Department of Medical Imaging, University of Toronto, Toronto, Canada.
  • Madhavan R; Division of Neurosurgery, Department of Surgery, University Health Network and University of Toronto, Toronto, ON, Canada.
  • Elias GJB; GE Global Research Center, Niskayuna, NY, USA.
  • Joel SE; Division of Neurosurgery, Department of Surgery, University Health Network and University of Toronto, Toronto, ON, Canada.
  • Gramer R; GE Healthcare, Bangalore, India.
  • Ranjan M; Division of Neurosurgery, Department of Surgery, University Health Network and University of Toronto, Toronto, ON, Canada.
  • Paramanandam V; Division of Neurosurgery, Department of Surgery, University Health Network and University of Toronto, Toronto, ON, Canada.
  • Xu D; Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, ON, Canada.
  • Germann J; Division of Neurosurgery, Department of Surgery, University Health Network and University of Toronto, Toronto, ON, Canada.
  • Loh A; Division of Neurosurgery, Department of Surgery, University Health Network and University of Toronto, Toronto, ON, Canada.
  • Kalia SK; Division of Neurosurgery, Department of Surgery, University Health Network and University of Toronto, Toronto, ON, Canada.
  • Hodaie M; Division of Neurosurgery, Department of Surgery, University Health Network and University of Toronto, Toronto, ON, Canada.
  • Li B; Division of Neurosurgery, Department of Surgery, University Health Network and University of Toronto, Toronto, ON, Canada.
  • Prasad S; Joint Department of Medical Imaging, University of Toronto, Toronto, Canada.
  • Coblentz A; Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, ON, Canada.
  • Munhoz RP; Joint Department of Medical Imaging, University of Toronto, Toronto, Canada.
  • Ashe J; Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, ON, Canada.
  • Kucharczyk W; GE Global Research Center, Niskayuna, NY, USA.
  • Fasano A; Joint Department of Medical Imaging, University of Toronto, Toronto, Canada.
  • Lozano AM; Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, ON, Canada.
Nat Commun ; 12(1): 3043, 2021 05 24.
Article en En | MEDLINE | ID: mdl-34031407
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Enfermedad de Parkinson / Imagen por Resonancia Magnética / Estimulación Encefálica Profunda / Aprendizaje Automático Tipo de estudio: Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Aged / Female / Humans / Male / Middle aged Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2021 Tipo del documento: Article País de afiliación: Canadá Pais de publicación: Reino Unido
Texto completo
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XML
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Enfermedad de Parkinson / Imagen por Resonancia Magnética / Estimulación Encefálica Profunda / Aprendizaje Automático Tipo de estudio: Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Aged / Female / Humans / Male / Middle aged Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2021 Tipo del documento: Article País de afiliación: Canadá Pais de publicación: Reino Unido