Towards automated video-based assessment of dystonia in dyskinetic cerebral palsy:A novel approach using markerless motion tracking and machine learning

Autor: Haberfehlner, Helga, van de Ven, Shankara S., van der Burg, Sven A., Huber, Florian, Georgievska, Sonja, Aleo, Ignazio, Harlaar, J., Bonouvrié, Laura A., van der Krogt, Marjolein M., Buizer, Annemieke I.

Publikováno v: Haberfehlner, H, van de Ven, S S, van der Burg, S A, Huber, F, Georgievska, S, Aleo, I, Harlaar, J, Bonouvrié, L A, van der Krogt, M M & Buizer, A I 2023, ' Towards automated video-based assessment of dystonia in dyskinetic cerebral palsy : A novel approach using markerless motion tracking and machine learning ', Frontiers in Robotics and AI, vol. 10, 1108114 . https://doi.org/10.3389/frobt.2023.1108114
Frontiers in Robotics and AI, 10:1108114. Frontiers Media S.A.
Frontiers In Robotics and AI, 10

Introduction: Video-based clinical rating plays an important role in assessing dystonia and monitoring the effect of treatment in dyskinetic cerebral palsy (CP). However, evaluation by clinicians is time-consuming, and the quality of rating is depend

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::393e9f86c7c09fc4ec699f894d9cf7fc
https://research.vumc.nl/en/publications/4a782403-c47e-402c-9b41-32e5f647eb09

Complexity in motion

Autor: Aleo, Ignazio

In the last few years a lot of works have been done in the field of motor control and in motion analysis. Several different hypotheses have been described and reviewed to understand living beings on motor coordination. What is commonly referred to, a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______2357::562420a7820a295c7e9c060c10d08b2f
https://hdl.handle.net/10761/1072