Detection of Depressive Symptoms in College Students Using Multimodal Passive Sensing Data and Light Gradient Boosting Machine: Longitudinal Pilot Study.

Abstract

Authors

• Jessica L Borelli
  Department of Psychological Science, University of California, Irvine, Irvine, CA, United States.
• Yuning Wang
  Clinical Department of Surgery, Chinese People's Liberation Army General Hospital (301 Hospital), 28 Fuxing Rd, 100853, Beijing, China.
• Frances Haofei Li
  Department of Psychological Science, University of California, Irvine, Irvine, CA, United States.
• Lyric N Russo
  Department of Psychological Science, University of California, Irvine, Irvine, CA, United States.
• Marta Tironi
  Department of Educational Sciences, University of Genoa, Genoa, Italy.
• Ken Yamashita
  Department of Psychological Science, University of California, Irvine, Irvine, CA, United States.
• Elayne Zhou
  Department of Psychology, University of Southern California, Los Angeles, CA, United States.
• Jocelyn Lai
  Department of Psychological Science, University of California, Irvine, Irvine, CA, United States.
• Brenda Nguyen
  Department of Psychological Science, University of California, Irvine, Irvine, CA, United States.
• Iman Azimi
• Christopher Marcotullio
  Department of Psychological Science, University of California, Irvine, Irvine, CA, United States.
• Sina Labbaf
  Department of Psychological Science, University of California, Irvine, Irvine, CA, United States.
• Salar Jafarlou
  Erik Jonsson School of Engineering and Computer Science, Dallas, TX 75201, USA.
• Nikil Dutt
  Department of Computer Science, University of California Irvine, Irvine, CA, USA; Department of Cognitive Sciences, University of California Irvine, Irvine, CA, USA.
• Amir Rahmani
  Department of Computer Science, University of California, Irvine, Irvine, CA, United States; School of Nursing, University of California, Irvine, Irvine, CA, United States.

Keywords

External Resources