Automated pose estimation captures key aspects of General Movements at eight to 17 weeks from conventional videos.

Christa EinspielerAnna HakalaAndrew KnightFederica D'AcuntoMaria Luisa ScattoniAndrea GuzzettaSampsa Vanhatalo

Published in: Acta paediatrica (Oslo, Norway : 1992) (2019)

It was possible to extract automated estimation of movement patterns from conventional video records and convert them to skeleton footage. This could allow quantitative analysis of existing footage.

Keyphrases

deep learning
machine learning
high throughput
oxidative stress
high resolution
gestational age
single cell
preterm birth