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An ensemble of neural networks provides expert-level prenatal detection of complex congenital heart disease.
Arnaout, Rima; Curran, Lara; Zhao, Yili; Levine, Jami C; Chinn, Erin; Moon-Grady, Anita J.
Affiliation
  • Arnaout R; Division of Cardiology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA. rima.arnaout@ucsf.edu.
  • Curran L; Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA, USA. rima.arnaout@ucsf.edu.
  • Zhao Y; Center for Intelligent Imaging, University of California, San Francisco, San Francisco, CA, USA. rima.arnaout@ucsf.edu.
  • Levine JC; Biological and Medical Informatics, University of California, San Francisco, San Francisco, CA, USA. rima.arnaout@ucsf.edu.
  • Chinn E; Chan Zuckerberg Biohub, University of California, San Francisco, San Francisco, CA, USA. rima.arnaout@ucsf.edu.
  • Moon-Grady AJ; Division of Cardiology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA.
Nat Med ; 27(5): 882-891, 2021 05.
Article in En | MEDLINE | ID: mdl-33990806
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Prenatal Diagnosis / Ultrasonography, Prenatal / Echocardiography, Three-Dimensional / Heart Defects, Congenital Type of study: Diagnostic_studies / Guideline / Prognostic_studies / Qualitative_research / Screening_studies Limits: Adult / Female / Humans / Pregnancy Language: En Journal: Nat Med Journal subject: BIOLOGIA MOLECULAR / MEDICINA Year: 2021 Type: Article Affiliation country: United States
Fulltext
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PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Prenatal Diagnosis / Ultrasonography, Prenatal / Echocardiography, Three-Dimensional / Heart Defects, Congenital Type of study: Diagnostic_studies / Guideline / Prognostic_studies / Qualitative_research / Screening_studies Limits: Adult / Female / Humans / Pregnancy Language: En Journal: Nat Med Journal subject: BIOLOGIA MOLECULAR / MEDICINA Year: 2021 Type: Article Affiliation country: United States