Interpretability by design using computer vision for behavioral sensing in child and adolescent psychiatry

no code implementations • 11 Jul 2022 • Flavia D. Frumosu, Nicole N. Lønfeldt, A. -R. Cecilie Mora-Jensen, Sneha Das, Nicklas Leander Lund, A. Katrine Pagsberg, Line K. H. Clemmensen

However, coding human behavior is a time-consuming, expensive task, in which reliability can be difficult to achieve and bias is a risk.

Computational behavior recognition in child and adolescent psychiatry: A statistical and machine learning analysis plan

no code implementations • 11 May 2022 • Nicole N. Lønfeldt, Flavia D. Frumosu, A. -R. Cecilie Mora-Jensen, Nicklas Leander Lund, Sneha Das, A. Katrine Pagsberg, Line K. H. Clemmensen

Features from the videos will be extracted and used to compute ratings of behavior, which will be compared to ratings of behavior produced by mental health professionals trained to use a specific behavioral coding manual.

Binary Classification