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Mining multi-site clinical data to develop machine learning MRI biomarkers: application to neonatal hypoxic ischemic encephalopathy.
Weiss, Rebecca J; Bates, Sara V; Song, Ya'nan; Zhang, Yue; Herzberg, Emily M; Chen, Yih-Chieh; Gong, Maryann; Chien, Isabel; Zhang, Lily; Murphy, Shawn N; Gollub, Randy L; Grant, P Ellen; Ou, Yangming.
Afiliación
  • Weiss RJ; Division of Newborn Medicine, Department of Pediatrics, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA.
  • Bates SV; Division of Newborn Medicine, Department of Pediatrics, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA.
  • Song Y; Fetal Neonatal Neuroimaging and Developmental Science Center (FNNDSC), Boston Children's Hospital, Harvard Medical School, 401 Park Drive, Landmark Center 7022, Boston, MA, 02115, USA.
  • Zhang Y; Fetal Neonatal Neuroimaging and Developmental Science Center (FNNDSC), Boston Children's Hospital, Harvard Medical School, 401 Park Drive, Landmark Center 7022, Boston, MA, 02115, USA.
  • Herzberg EM; Division of Newborn Medicine, Department of Pediatrics, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA.
  • Chen YC; Division of Newborn Medicine, Department of Pediatrics, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA.
  • Gong M; Computer Science & Artificial Intelligence Lab (CSAIL), Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.
  • Chien I; Computer Science & Artificial Intelligence Lab (CSAIL), Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.
  • Zhang L; Computer Science & Artificial Intelligence Lab (CSAIL), Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.
  • Murphy SN; Laboratory of Computer Science, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA.
  • Gollub RL; Department of Psychiatry and Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA.
  • Grant PE; Fetal Neonatal Neuroimaging and Developmental Science Center (FNNDSC), Boston Children's Hospital, Harvard Medical School, 401 Park Drive, Landmark Center 7022, Boston, MA, 02115, USA. Ellen.Grant@childrens.harvard.edu.
  • Ou Y; Neuroradiology Division, Department of Radiology, Boston Children's Hospital, Harvard Medical School, Boston, MA, 02115, USA. Ellen.Grant@childrens.harvard.edu.
J Transl Med ; 17(1): 385, 2019 11 21.
Article en En | MEDLINE | ID: mdl-31752923
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Imagen por Resonancia Magnética / Biomarcadores / Hipoxia-Isquemia Encefálica / Aprendizaje Automático Tipo de estudio: Clinical_trials / Guideline / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans / Newborn Idioma: En Revista: J Transl Med Año: 2019 Tipo del documento: Article País de afiliación: Estados Unidos Pais de publicación: Reino Unido
Texto completo
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Imagen por Resonancia Magnética / Biomarcadores / Hipoxia-Isquemia Encefálica / Aprendizaje Automático Tipo de estudio: Clinical_trials / Guideline / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans / Newborn Idioma: En Revista: J Transl Med Año: 2019 Tipo del documento: Article País de afiliación: Estados Unidos Pais de publicación: Reino Unido