A Machine Learning Approach to Automated Gait Analysis for the Noldus Catwalk System.
Journal:
IEEE transactions on bio-medical engineering
Published Date:
May 1, 2018
Abstract
OBJECTIVE: Gait analysis of animal disease models can provide valuable insights into in vivo compound effects and thus help in preclinical drug development. The purpose of this paper is to establish a computational gait analysis approach for the Noldus Catwalk system, in which footprints are automatically captured and stored.