Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium

ME Micó-Amigo, T Bonci, A Paraschiv-Ionescu… - … of neuroengineering and …, 2023 - Springer
Background Although digital mobility outcomes (DMOs) can be readily calculated from real-
world data collected with wearable devices and ad-hoc algorithms, technical validation is …

A multi-sensor wearable system for the assessment of diseased gait in real-world conditions

F Salis, S Bertuletti, T Bonci, M Caruso… - … in Bioengineering and …, 2023 - frontiersin.org
Introduction: Accurately assessing people's gait, especially in real-world conditions and in
case of impaired mobility, is still a challenge due to intrinsic and extrinsic factors resulting in …

Ecological validity of a deep learning algorithm to detect gait events from real-life walking bouts in mobility-limiting diseases

R Romijnders, F Salis, C Hansen, A Küderle… - Frontiers in …, 2023 - frontiersin.org
Introduction The clinical assessment of mobility, and walking specifically, is still mainly
based on functional tests that lack ecological validity. Thanks to inertial measurement units …

Base of support, step length and stride width estimation during walking using an inertial and infrared wearable system

R Rossanigo, M Caruso, S Bertuletti, F Deriu, M Knaflitz… - Sensors, 2023 - mdpi.com
The analysis of the stability of human gait may be effectively performed when estimates of
the base of support are available. The base of support area is defined by the relative …

Design and validation of a multi-task, multi-context protocol for real-world gait simulation

K Scott, T Bonci, F Salis, L Alcock, E Buckley… - Journal of …, 2022 - Springer
Background Measuring mobility in daily life entails dealing with confounding factors arising
from multiple sources, including pathological characteristics, patient specific walking …

Precision Balance Assessment in Parkinson's Disease: Utilizing Vision-Based 3D Pose Tracking for Pull Test Analysis

N Ellrich, K Niermeyer, D Peto, J Decker, UM Fietzek… - Sensors, 2024 - mdpi.com
Postural instability is a common complication in advanced Parkinson's disease (PD)
associated with recurrent falls and fall-related injuries. The test of retropulsion, consisting of …

[HTML][HTML] Automatic gait EVENT detection in older adults during perturbed walking

S Wang, KS Omar, F Miranda… - Journal of …, 2025 - jneuroengrehab.biomedcentral.com
Accurate detection of gait events in older adults, particularly during perturbed walking, is
essential for evaluating balance control and fall risk. Traditional force plate-based methods …

Automated Multicohort Mobility Assessment with an Instrumented L-test (iL-test)

J Albites-Sanabria, P Palumbo… - … on Neural Systems …, 2025 - ieeexplore.ieee.org
The L-test is a performance-based measure to assess balance and mobility. Currently, the
primary outcome from this test is the time required to finish it. In this study we present the …

[HTML][HTML] Clinical Whole-Body Gait Characterization Using a Single RGB-D Sensor

L Boborzi, J Bertram, R Schniepp, J Decker, M Wuehr - Sensors, 2025 - mdpi.com
Instrumented gait analysis is widely used in clinical settings for the early detection of
neurological disorders, monitoring disease progression, and evaluating fall risk. However …

[HTML][HTML] A multi-sensor wearable system for gait assessment in real-world conditions: performance in individuals with impaired mobility

F Salis, S Bertuletti, T Bonci, M Caruso, K Scott… - 2023 - europepmc.org
Accurately assessing people's gait, especially in real-world conditions and in case of
impaired mobility, is still a challenge due to intrinsic and extrinsic factors resulting in gait …