Wearable IMU-based human activity recognition algorithm for clinical balance assessment using 1D-CNN and GRU ensemble model

YW Kim, KL Joa, HY Jeong, S Lee - Sensors, 2021 - mdpi.com
In this study, a wearable inertial measurement unit system was introduced to assess patients
via the Berg balance scale (BBS), a clinical test for balance assessment. For this purpose …

Wearable inertial devices in Duchenne muscular dystrophy: a sco** review

E Panero, R D'Alessandro, I Cavallina, C Davico… - Applied Sciences, 2023 - mdpi.com
In clinical practice and research, innovative digital technologies have been proposed for the
characterization of neuromuscular and movement disorders through objective measures …

Comparison of laboratory and daily-life gait speed assessment during ON and OFF states in Parkinson's disease

MF Corrà, A Atrsaei, A Sardoreira, C Hansen… - Sensors, 2021 - mdpi.com
Accurate assessment of Parkinson's disease (PD) ON and OFF states in the usual
environment is essential for tailoring optimal treatments. Wearables facilitate measurements …

Effect of deep brain stimulation frequency on gait symmetry, smoothness and variability using IMU

E Panero, E Digo, U Dimanico, CA Artusi… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
Deep brain stimulation (DBS) implant represents an appropriate treatment for motor
symptoms typical of Parkinson's Disease (PD). However, little attention has been given to …

Comparison of Gait Smoothness Metrics in Healthy Elderly and Young People

M Antonelli, E Caselli, L Gastaldi - Applied Sciences, 2024 - mdpi.com
Featured Application Gait smoothness assessment, particularly concerning age-related
changes, could offer a valuable clinical tool. The findings indicate the potential utility of gait …

Comparison of IMU set-ups for the estimation of gait spatio-temporal parameters in an elderly population

E Digo, E Panero, V Agostini… - Proceedings of the …, 2023 - journals.sagepub.com
The increasing average age emphasizes the importance of gait analysis in elderly
populations. Inertial Measurement Units (IMUs) represent a suitable wearable technology for …

Locomotion mode recognition algorithm based on Gaussian mixture model using IMU sensors

D Shin, S Lee, S Hwang - Sensors, 2021 - mdpi.com
The number of elderly people has increased as life expectancy increases. As muscle
strength decreases with aging, it is easy to feel tired while walking, which is an activity of …

Standardized biomechanical investigation of posture and gait in pisa syndrome disease

E Panero, U Dimanico, CA Artusi, L Gastaldi - Symmetry, 2021 - mdpi.com
Pisa syndrome is one of the possible postural deformities associated with Parkinson's
disease and it is clinically defined as a sustained lateral bending of the trunk. Some previous …

Gait parameters of elderly subjects in single-task and dual-task with three different MIMU set-ups

E Digo, E Panero, V Agostini… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
The increasing average age of the population emphasizes the strong correlation between
cognitive decline and gait disorders of elderly people. Wearable technologies such as …