Early Identification of Cognitive Impairment in Community Environments Through Modeling Subtle Inconsistencies in Questionnaire Responses: Machine Learning Model Development and Validation.

Abstract

Authors

• Hongxin Gao
  School of Health Sciences, University of Surrey, Guildford, United Kingdom.
• Stefan Schneider
  Center for Self-Report Science, University of Southern California, Los Angeles, CA, United States.
• Raymond Hernandez
  Center for Self-Report Science, University of Southern California, Los Angeles, CA, United States.
• Jenny Harris
  School of Health Sciences, University of Surrey, Guildford, United Kingdom.
• Danny Maupin
  School of Health Sciences, University of Surrey, Guildford, United Kingdom.
• Doerte U Junghaenel
  Center for Self-Report Science, University of Southern California, Los Angeles, CA, United States.
• Arie Kapteyn
  Center for Economic and Social Research, University of Southern California, Los Angeles, CA, United States.
• Arthur Stone
  Center for Self-Report Science, University of Southern California, Los Angeles, CA, United States.
• Elizabeth Zelinski
  Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States.
• Erik Meijer
  Leiden Academic Centre of Drug Research, Leiden University, Einsteinweg 55, 2333 CC Leiden, The Netherlands.
• Pey-Jiuan Lee
  Center for Self-Report Science, University of Southern California, Los Angeles, CA, United States.
• Bart Orriens
  Center for Economic and Social Research, University of Southern California, Los Angeles, CA, United States.
• Haomiao Jin
  School of Health Sciences, University of Surrey, Guildford, United Kingdom.

Keywords

External Resources