A review of analytical techniques for gait data. Part 1: fuzzy, statistical and fractal methods

T Chau - Gait & posture, 2001 - Elsevier
In recent years, several new approaches to gait data analysis have been explored, including
fuzzy systems, multivariate statistical techniques and fractal dynamics. Through a critical …

Biomechanics and muscle coordination of human walking: part II: lessons from dynamical simulations and clinical implications

FE Zajac, RR Neptune, SA Kautz - Gait & posture, 2003 - Elsevier
Principles of muscle coordination in gait have been based largely on analyses of body
motion, ground reaction force and EMG measurements. However, data from dynamical …

Principal component analysis

S Wold, K Esbensen, P Geladi - Chemometrics and intelligent laboratory …, 1987 - Elsevier
Principal component analysis of a data matrix extracts the dominant patterns in the matrix in
terms of a complementary set of score and loading plots. It is the responsibility of the data …

The Gait Deviation Index: a new comprehensive index of gait pathology

MH Schwartz, A Rozumalski - Gait & posture, 2008 - Elsevier
This article describes a new multivariate measure of overall gait pathology called the Gait
Deviation Index (GDI). The first step in developing the GDI was to use kinematic data from a …

Biomechanical features of gait waveform data associated with knee osteoarthritis: an application of principal component analysis

KJ Deluzio, JL Astephen - Gait & posture, 2007 - Elsevier
This study compared the gait of 50 patients with end-stage knee osteoarthritis to a group of
63 age-matched asymptomatic control subjects. The analysis focused on three gait …

A review of analytical techniques for gait data. Part 2: neural network and wavelet methods

T Chau - Gait & posture, 2001 - Elsevier
Multivariate gait data have traditionally been challenging to analyze. Part 1 of this review
explored applications of fuzzy, multivariate statistical and fractal methods to gait data …

Knee biomechanics of moderate OA patients measured during gait at a self-selected and fast walking speed

SC Landry, KA McKean, CL Hubley-Kozey… - Journal of …, 2007 - Elsevier
Osteoarthritis (OA) is a chronic disorder resulting in degenerative changes to the knee joint.
Three-dimensional gait analysis provides a unique method of measuring knee dynamics …

Feature selection of stabilometric parameters based on principal component analysis

L Rocchi, L Chiari, A Cappello - Medical and Biological Engineering and …, 2004 - Springer
This study addresses the challenge of identifying the features of the Centre of pressure
(COP) trajectory that are most sensitive to postural performance, with the aim of avoiding …

Neuromuscular and lower limb biomechanical differences exist between male and female elite adolescent soccer players during an unanticipated side-cut maneuver

SC Landry, KA McKean… - … American journal of …, 2007 - journals.sagepub.com
Background Female athletes are 2 to 8 times more likely than male athletes to injure the
anterior cruciate ligament during a noncontact athletic maneuver. Identifying anterior …

Machine learning for rapid estimation of lower extremity muscle and joint loading during activities of daily living

WS Burton II, CA Myers, PJ Rullkoetter - Journal of Biomechanics, 2021 - Elsevier
Joint contact and muscle forces estimated with musculoskeletal modeling techniques offer
useful metrics describing movement quality that benefit multiple research and clinical …