Elyse Letts
PhD candidate, BSc Kinesiology

Development of a machine learning model to detect toddlers' physical activity and sedentary time using accelerometers: Little Movers Activity Analysis
(2026)

Available here

Downloads, user instructions, and open-source code available here

Machine learning derived physical activity in preschool children with developmental coordination disorder
(2024)

Available here

Read the commentary here

Accelerometer techniques for capturing human movement validated against direct observation: A scoping review (2024)

Available here

Interactive visualizations available here

Measuring Toddlers' Moves

McMaster GradFlix 2023

Video available here