Using unsupervised machine learning to quantify physical activity from accelerometry in a diverse and rapidly changing population

Christopher B Thornton, Niina Kolehmainen, Kianoush Nazarpour

Accelerometers are widely used to measure physical activity behaviour, including in children. The traditional method for processing acceleration data uses cut points to define phys…