Predicting Cognitive Impairment and Dementia: A Machine Learning Approach.

Journal: Journal of Alzheimer's disease : JAD
Published Date:

Abstract

BACKGROUND: Efforts to identify important risk factors for cognitive impairment and dementia have to date mostly relied on meta-analytic strategies. A comprehensive empirical evaluation of these risk factors within a single study is currently lacking.

Authors

  • Damaris Aschwanden
    Florida State University, Tallahassee, FL, USA.
  • Stephen Aichele
    Faculty of Psychology and Educational Sciences, University of Geneva, Switzerland.
  • Paolo Ghisletta
    Faculty of Psychology and Educational Sciences, University of Geneva, Switzerland.
  • Antonio Terracciano
    Florida State University, Tallahassee, FL, USA.
  • Matthias Kliegel
    Faculty of Psychology and Educational Sciences, University of Geneva, Switzerland.
  • Angelina R Sutin
    Florida State University, Tallahassee, FL, USA.
  • Justin Brown
    Florida State University, Tallahassee, FL, USA.
  • Mathias Allemand
    University of Zurich, Zurich, Switzerland.