[HTML][HTML] Automated detection and explainability of pathological gait patterns using a one-class support vector machine trained on inertial measurement unit based gait …

W Teufl, B Taetz, M Miezal, C Dindorf, M Fröhlich… - Clinical …, 2021 - Elsevier
Background Machine learning approaches for the classification of pathological gait based
on kinematic data, eg derived from inertial sensors, are commonly used in terms of a multi …

Signatures of gait movement variability in CKD patients scheduled for hemodialysis indicate pathological performance before and after hemodialysis: a prospective …

DD Zemp, O Giannini, P Quadri, M Rabuffetti… - Frontiers in …, 2021 - frontiersin.org
Background: The frailty status of hemodialysis patients is well-known, but the role of the
therapy in the frailty process is not yet clear. Nowadays gait analysis in nephrology is …

The association of fatigue with decreasing regularity of locomotion during an incremental test in trained and untrained healthy adults

M Rabuffetti, M Steinach, J Lichti, HC Gunga… - … in Bioengineering and …, 2021 - frontiersin.org
Fatigue is a key factor that affects human motion and modulates physiology, biochemistry,
and performance. Prolonged cyclic human movements (locomotion primarily) are …

Machine learning for identifying patterns in human gait: Classification of age and clinical groups

Y Zhou - 2021 - research.rug.nl
Every human being walks in a different way. Emerging evidence suggests that the signature
or the pattern of gait is a sensitive biomarker of old age and is related to impairments in …

[图书][B] Acceleration Signals in Determining Gait-Related Difficulties and the Motor Skill of Walking in Older Adults

P Dasgupta - 2021 - search.proquest.com
In adults 65 years or older, falls or other neuromotor dysfunctions are often framed as
walking-related declines in motor skill; the frequent occurrence of such decline in walking …

Developing a gait monitoring device for lower limb prosthesis users

S Esmaili - 2021 - search.proquest.com
Gait quality significantly affects the physical and mental health of lower limb prosthesis
users. In this work, a wearable gait monitoring system was developed for lower limb …

Unstable walking detection in healthy young adults using postural stability index

NR Nurwulan - Proceedings of the 1st International Conference on …, 2021 - Springer
Accelerometer is a common device being used in healthcare industry to recognize human
daily activity as the early detection for the risk of fall. Past studies have been carried out in …

Sound side trunk muscles contribute to trunk control during prosthetic gait in persons with unilateral transfemoral amputation

S Scharr, L Khavvam, DWW Heitzmann, M Alimusaj… - Gait & Posture, 2021 - Elsevier
3. Methods Eleven patients with TFA (46.7±14.0 years, 72.9±12.6 kg, 176.0±6.2 cm) and a
matched control group of twelve unimpaired individuals (47.8±14.1 years, 76.8±16.8 kg …

[PDF][PDF] RICONOSCIMENTO AUTOMATICO DEL CAMMINO IN SOGGETTI ANZIANI TRAMITE SENSORI INERZIALI IN CONDIZIONI DI VITA REALE

B della Riabilitazione, L Chiari, S Giordano… - amslaurea.unibo.it
L'analisi del cammino è oggetto di molti progetti di ricerca in campo medico dal momento
che una valutazione accurata ed affidabile delle sue caratteristiche può fornire informazioni …

The Use of Trunk-Mounted Accelerometers for Neurmuscular Testing in Collegiate Women's Soccer

DJ Jaskowak - 2021 - vtechworks.lib.vt.edu
Team sports frequently use inertial measurement units (IMU) fixed at the scapulae for the
quantification of athlete performance. Similar IMU are used in clinical settings for gait …