Gait characterization in Duchenne muscular dystrophy (DMD) using a single-sensor accelerometer: classical machine learning and deep learning approaches

AA Ramli, X Liu, K Berndt, E Goude, J Hou, LB Kaethler… - Sensors, 2024 - mdpi.com
Differences in gait patterns of children with Duchenne muscular dystrophy (DMD) and
typically develo** (TD) peers are visible to the eye, but quantifications of those differences …

Gait Event Detection and Travel Distance Using Waist-Worn Accelerometers across a Range of Speeds: Automated Approach

AA Ramli, X Liu, K Berndt, CN Chuah, E Goude… - Sensors, 2024 - mdpi.com
Estimation of temporospatial clinical features of gait (CFs), such as step count and length,
step duration, step frequency, gait speed, and distance traveled, is an important component …

Automated Detection of Gait Events and Travel Distance Using Waist-worn Accelerometers Across a Typical Range of Walking and Running Speeds

AA Ramli, X Liu, K Berndt, CN Chuah, E Goude… - arxiv preprint arxiv …, 2023 - arxiv.org
Background: Estimation of temporospatial clinical features of gait (CFs), such as step count
and length, step duration, step frequency, gait speed and distance traveled is an important …