APS

APS Virtual Poster Showcase · 2020

Automated Assessment of Children’s Fine Motor Skills in a Block Stacking Task

Virtual · June 2020

Poster Sessions · Developmental

  • Martin Tomasik
    University of Zurich
  • Martin Tomasik
    University of Witten/Herdecke
  • Krishna Nakka
    École Polytechnique Fédérale de Lausanne
  • Mathieu Salzmann
    École Polytechnique Fédérale de Lausanne

Abstract

We introduce a deep artificial neural network method for the assessment of kindergarten children’s fine motor skills based on a computer visual evaluation of a block stacking task that is able to predict the fine motor score from the Bailey scales with reasonable accuracy in N = 56 kindergarten children.

Diagnosis