Wearable inertial measurement units for assessing gait in real-world environments

D Renggli, C Graf, N Tachatos, N Singh… - Frontiers in …, 2020 - frontiersin.org
Background Walking patterns can provide important indications of a person's health status
and be beneficial in the early diagnosis of individuals with a potential walking disorder. For …

Estimation of spatio-temporal parameters of gait from magneto-inertial measurement units: multicenter validation among Parkinson, mildly cognitively impaired and …

M Bertoli, A Cereatti, D Trojaniello, L Avanzino… - Biomedical engineering …, 2018 - Springer
Background The use of miniaturized magneto-inertial measurement units (MIMUs) allows for
an objective evaluation of gait and a quantitative assessment of clinical outcomes. Spatial …

Deep learning in gait parameter prediction for OA and TKA patients wearing IMU sensors

M Sharifi Renani, CA Myers, R Zandie, MH Mahoor… - Sensors, 2020 - mdpi.com
Quantitative assessments of patient movement quality in osteoarthritis (OA), specifically
spatiotemporal gait parameters (STGPs), can provide in-depth insight into gait patterns …

The placement of foot-mounted IMU sensors does affect the accuracy of spatial parameters during regular walking

A Küderle, N Roth, J Zlatanovic, M Zrenner, B Eskofier… - PLoS …, 2022 - journals.plos.org
Gait analysis using foot-worn inertial measurement units has proven to be a reliable tool to
diagnose and monitor many neurological and musculoskeletal indications. However, only …

A deep learning approach for foot trajectory estimation in gait analysis using inertial sensors

V Guimarães, I Sousa, MV Correia - Sensors, 2021 - mdpi.com
Gait performance is an important marker of motor and cognitive decline in older adults. An
instrumented gait analysis resorting to inertial sensors allows the complete evaluation of …

Estimation of stride-by-stride spatial gait parameters using inertial measurement unit attached to the shank with inverted pendulum model

Y Mao, T Ogata, H Ora, N Tanaka, Y Miyake - Scientific Reports, 2021 - nature.com
Inertial measurement unit (IMU)-based gait analysis systems have become popular in
clinical environments because of their low cost and quantitative measurement capability …

MGait: Model-Based Gait Analysis Using Wearable Bend and Inertial Sensors

S An, Y Tuncel, T Basaklar, GK Krishnakumar… - ACM Transactions on …, 2021 - dl.acm.org
Movement disorders, such as Parkinson's disease, affect more than 10 million people
worldwide. Gait analysis is a critical step in the diagnosis and rehabilitation of these …

Real-time gait metric estimation for everyday gait training with wearable devices in people poststroke

P Arens, C Siviy, J Bae, DK Choe, N Karavas… - Wearable …, 2021 - cambridge.org
Hemiparetic walking after stroke is typically slow, asymmetric, and inefficient, significantly
impacting activities of daily living. Extensive research shows that functional, intensive, and …

Subthalamic 85 Hz deep brain stimulation improves walking pace and stride length in Parkinson's disease patients

F Mügge, U Kleinholdermann, A Heun… - … Research and Practice, 2023 - Springer
Background Mobile gait sensors represent a compelling tool to objectify the severity of
symptoms in patients with idiopathic Parkinson's disease (iPD), but also to determine the …

Pre-operative sensor-based gait parameters predict functional outcome after total knee arthroplasty

F Kluge, J Hannink, C Pasluosta, J Klucken, H Gaßner… - Gait & Posture, 2018 - Elsevier
Background Despite the general success of total knee arthroplasty (TKA) regarding patient-
reported outcome measures, studies investigating gait function have shown diverse …