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Multimodal deep learning for Alzheimer's disease dementia assessment.
Qiu, Shangran; Miller, Matthew I; Joshi, Prajakta S; Lee, Joyce C; Xue, Chonghua; Ni, Yunruo; Wang, Yuwei; De Anda-Duran, Ileana; Hwang, Phillip H; Cramer, Justin A; Dwyer, Brigid C; Hao, Honglin; Kaku, Michelle C; Kedar, Sachin; Lee, Peter H; Mian, Asim Z; Murman, Daniel L; O'Shea, Sarah; Paul, Aaron B; Saint-Hilaire, Marie-Helene; Alton Sartor, E; Saxena, Aneeta R; Shih, Ludy C; Small, Juan E; Smith, Maximilian J; Swaminathan, Arun; Takahashi, Courtney E; Taraschenko, Olga; You, Hui; Yuan, Jing; Zhou, Yan; Zhu, Shuhan; Alosco, Michael L; Mez, Jesse; Stein, Thor D; Poston, Kathleen L; Au, Rhoda; Kolachalama, Vijaya B.
Afiliación
  • Qiu S; Department of Medicine, Boston University School of Medicine, Boston, MA, USA.
  • Miller MI; Department of Physics, College of Arts & Sciences, Boston University, Boston, MA, USA.
  • Joshi PS; Department of Medicine, Boston University School of Medicine, Boston, MA, USA.
  • Lee JC; Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, MA, USA.
  • Xue C; Department of General Dentistry, Boston University School of Dental Medicine, Boston, MA, USA.
  • Ni Y; The Framingham Heart Study, Boston University School of Medicine, Boston, MA, USA.
  • Wang Y; Department of Medicine, Boston University School of Medicine, Boston, MA, USA.
  • De Anda-Duran I; Department of Medicine, Boston University School of Medicine, Boston, MA, USA.
  • Hwang PH; Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, MA, USA.
  • Cramer JA; Department of Medicine, Boston University School of Medicine, Boston, MA, USA.
  • Dwyer BC; Department of Medicine, Boston University School of Medicine, Boston, MA, USA.
  • Hao H; School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, USA.
  • Kaku MC; Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, MA, USA.
  • Kedar S; Department of Radiology, College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA.
  • Lee PH; Department of Neurology, Boston University School of Medicine, Boston, MA, USA.
  • Mian AZ; Department of Neurology, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China.
  • Murman DL; Department of Neurology, Boston University School of Medicine, Boston, MA, USA.
  • O'Shea S; Department of Neurological Sciences, College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA.
  • Paul AB; Department Neurology, Emory University School of Medicine, Atlanta, GA, USA.
  • Saint-Hilaire MH; Department Ophthalmology, Emory University School of Medicine, Atlanta, GA, USA.
  • Alton Sartor E; Department of Radiology, Lahey Hospital & Medical Center, Burlington, MA, USA.
  • Saxena AR; Department of Radiology, Boston University School of Medicine, Boston, MA, USA.
  • Shih LC; Department of Neurological Sciences, College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA.
  • Small JE; Department of Neurology, Boston University School of Medicine, Boston, MA, USA.
  • Smith MJ; Department of Radiology, Lahey Hospital & Medical Center, Burlington, MA, USA.
  • Swaminathan A; Department of Neurology, Boston University School of Medicine, Boston, MA, USA.
  • Takahashi CE; Department of Neurology, Boston University School of Medicine, Boston, MA, USA.
  • Taraschenko O; Department of Neurology, Boston University School of Medicine, Boston, MA, USA.
  • You H; Department of Neurology, Boston University School of Medicine, Boston, MA, USA.
  • Yuan J; Department of Radiology, Lahey Hospital & Medical Center, Burlington, MA, USA.
  • Zhou Y; Department of Radiology, Lahey Hospital & Medical Center, Burlington, MA, USA.
  • Zhu S; Department of Neurological Sciences, College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA.
  • Alosco ML; Department of Neurology, Boston University School of Medicine, Boston, MA, USA.
  • Mez J; Department of Neurological Sciences, College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA.
  • Stein TD; Department of Radiology, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China.
  • Poston KL; Department of Neurology, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China.
  • Au R; Department of Neurology, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China.
  • Kolachalama VB; Department of Neurology, Boston University School of Medicine, Boston, MA, USA.
Nat Commun ; 13(1): 3404, 2022 06 20.
Article en En | MEDLINE | ID: mdl-35725739
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Enfermedad de Alzheimer / Disfunción Cognitiva / Aprendizaje Profundo Tipo de estudio: Diagnostic_studies / Guideline / Prognostic_studies Límite: Humans Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2022 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 Asunto principal: Enfermedad de Alzheimer / Disfunción Cognitiva / Aprendizaje Profundo Tipo de estudio: Diagnostic_studies / Guideline / Prognostic_studies Límite: Humans Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2022 Tipo del documento: Article País de afiliación: Estados Unidos