Neural Networks-Based Approach to Solve Inverse Kinematics Problems for Medical Applications.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
PMID:

Abstract

GOAL: Motion capture is used for recording complex human movements that is increasingly applied in medicine. We describe a novel algorithm of combining a machine learning approach with biomechanics to enable fast and robust analysis of motion capture data to obtain joint angles.

Authors

  • Anna S Korol
  • Taras Rodzin
  • Kateryna Zabava
  • Valeriya Gritsenko