Systematic review on the applicability of principal component analysis for the study of movement in the older adult population

J Moreira, B Silva, H Faria, R Santos, ASP Sousa - Sensors, 2022 - mdpi.com
Principal component analysis (PCA) is a dimensionality reduction method that has identified
significant differences in older adults' motion analysis previously not detected by the discrete …

Biomarkers for musculoskeletal pain conditions: use of brain imaging and machine learning

J Boissoneault, L Sevel, J Letzen, M Robinson… - Current rheumatology …, 2017 - Springer
Chronic musculoskeletal pain condition often shows poor correlations between tissue
abnormalities and clinical pain. Therefore, classification of pain conditions like chronic low …

Variations in kinematics during clinical gait analysis in stroke patients

J Boudarham, N Roche, D Pradon, C Bonnyaud… - PloS one, 2013 - journals.plos.org
In addition to changes in spatio-temporal and kinematic parameters, patients with stroke
exhibit fear of falling as well as fatigability during gait. These changes could compromise …

Interpreting principal components in biomechanics: representative extremes and single component reconstruction

SCE Brandon, RB Graham, S Almosnino… - Journal of …, 2013 - Elsevier
Principal component analysis is a powerful tool in biomechanics for reducing complex
multivariate datasets to a subset of important parameters. However, interpreting the …

Increased unilateral foot pronation affects lower limbs and pelvic biomechanics during walking

RA Resende, KJ Deluzio, RN Kirkwood, EA Hassan… - Gait & posture, 2015 - Elsevier
Background Increased unilateral foot pronation may cause biomechanical changes on the
lower limbs during gait. We investigated the effects of increased unilateral foot pronation on …

Biomechanical strategies implemented to compensate for mild leg length discrepancy during gait

RA Resende, RN Kirkwood, KJ Deluzio, S Cabral… - Gait & posture, 2016 - Elsevier
Although mild leg length discrepancy is related to lower limb injuries, there is no consensus
regarding its effects on the biomechanics of the lower limbs during gait. Biomechanical data …

Automatic and near real-time stylistic behavior assessment in robotic surgery

M Ershad, R Rege, A Majewicz Fey - International journal of computer …, 2019 - Springer
Purpose Automatic skill evaluation is of great importance in surgical robotic training.
Extensive research has been done to evaluate surgical skill, and a variety of quantitative …

Performance of different timed up and go subtasks in frailty syndrome

JH Ansai, ACS Farche, PG Rossi… - Journal of geriatric …, 2019 - journals.lww.com
Background and Purpose: Gait speed, mobility, and postural transitions should be taken into
account in older adults with frailty syndrome and can be assessed by the Timed Up and Go …

Knee extensor torque of men with early degrees of osteoarthritis is associated with pain, stiffness and function

PRMS Serrão, K Gramani-Say, GC Lessi… - Brazilian Journal of …, 2012 - SciELO Brasil
BACKGROUND: Osteoarthritis (OA) is a chronic-degenerative disease. The knee is the most
commonly affected joint and the symptoms are generally attributed to quadriceps muscle …

Effects of foot pronation on the lower limb sagittal plane biomechanics during gait

RA Resende, LSP Pinheiro, JM Ocarino - Gait & Posture, 2019 - Elsevier
Background Increased foot pronation may compromise ankle plantarflexion moment during
the stance phase of gait, which may overload knee and hip. Research question This study …