4 papers
Adaptive and robust smartphone-based step detection in multiple sclerosis
Lorenza Angelini, Dimitar Stanev, Marta Płonka +12
Background: Many attempts to validate gait pipelines that process sensor data to detect gait events have focused on the detection of initial contacts only in supervised settings us…
Human Activity Recognition from Smartphone Sensor Data for Clinical Trials
Stefania Russo, Rafał Klimas, Marta Płonka +6
We developed a ResNet-based human activity recognition (HAR) model with minimal overhead to detect gait versus non-gait activities and everyday activities (walking, running, stairs…
Annotation and synchronization of smartphone inertial measurement unit and motion capture data collected in a laboratory setting to study gait and balance
Dimitar Stanev, Rafał Klimas, Marta Płonka +7
Validating smartphone sensor-based tests to study gait and balance against reference measurement systems in a laboratory setting poses several technical challenges related to data…
An Open-Source OpenSim Oculomotor Model for Kinematics and Dynamics Simulation
Konstantinos Filip, Dimitar Stanev, Konstantinos Moustakas
Physics-based modeling and dynamic simulation of human eye movements has significant implications for improving our understanding of the oculomotor system and treating various visu…