Discovering Subgroups of Children With High Mortality in Urban Guinea-Bissau: Exploratory and Validation Cohort Study.

Journal: JMIR public health and surveillance
Published Date:

Abstract

BACKGROUND: The decline in global child mortality is an important public health achievement, yet child mortality remains disproportionally high in many low-income countries like Guinea-Bissau. The persisting high mortality rates necessitate targeted research to identify vulnerable subgroups of children and formulate effective interventions.

Authors

  • Andreas Rieckmann
    Section of Epidemiology, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.
  • Sebastian Nielsen
    Bandim Health Project, INDEPTH Network, Bissau, Guinea-Bissau.
  • Piotr Dworzynski
    Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark.
  • Heresh Amini
    Department of Environmental Medicine and Climate Science, Icahn School of Medicine at Mount Sinai, New York, NY, United States.
  • Søren Wengel Mogensen
    Department of Automatic Control, Lund University, Lund, Sweden.
  • Isaquel Bartolomeu Silva
    Bandim Health Project, INDEPTH Network, Bissau, Guinea-Bissau.
  • Angela Y Chang
    Danish Institute for Advanced Study, University of Southern Denmark, Odense, Denmark.
  • Onyebuchi A Arah
    Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, United States.
  • Wojciech Samek
    Machine Learning Group, Fraunhofer Heinrich Hertz Institute, Berlin, Germany.
  • Naja Hulvej Rod
    Section of Epidemiology, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.
  • Claus Thorn Ekstrøm
    Section of Biostatistics, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.
  • Christine Stabell Benn
    Bandim Health Project, INDEPTH Network, Bissau, Guinea-Bissau.
  • Peter Aaby
    Bandim Health Project, INDEPTH Network, Bissau, Guinea-Bissau.
  • Ane Bærent Fisker
    Bandim Health Project, INDEPTH Network, Bissau, Guinea-Bissau.