APS

2023 APS Annual Convention

Leveraging Technology in Predictive Modeling: Promises and Challenges

Friday, May 26, 2023 · Washington, DC

Oral · Methodology

As technology has exploded over the past several decades, densely sampled and multimodal data have become increasingly common in psychological research. In this symposium, we will discuss new opportunities for prediction of clinically meaningful outcomes using densely sampled data, as well as future directions for this area of research.

Chairs & Discussants

  • Madelyn FrumkinChair
    Washington University in St Louis
  • Zoë HawksCoChair
    McLean Hospital/Harvard Medical School
  • Nicholas JacobsonDiscussant
    Dartmouth College

Presentations

  1. Automated Scoring of the Autobiographical Interview with Natural Language ProcessingRuben Van Genugten, Daniel Schacter
  2. Individual Differences in Daily Cycles of Ambulatory Cognitive Functioning in Older AdultsEmorie Beck, Zoe Hawks, Stacey Scott, Daniel Mroczek, Eileen Graham
  3. Improving Prediction of Spine Surgery Outcomes Using Dynamic DataMadelyn Frumkin, Jacob Greenberg, Ziqi Xu, Jingwen Zhang, Justin Zhang, Saad Javeed, et al.
  4. Between- and within-Person Influences on Cognition in Type I DiabetesZoë Hawks, Emorie Beck, Laneé Jung, Luciana Fonseca, Elizabeth Grinspoon, Irene Xu, et al.