Machine learning in human movement biomechanics: Best practices, common pitfalls, and new opportunities
Traditional laboratory experiments, rehabilitation clinics, and wearable sensors offer
biomechanists a wealth of data on healthy and pathological movement. To harness the …
biomechanists a wealth of data on healthy and pathological movement. To harness the …
Update on the role of muscle in the genesis and management of knee osteoarthritis
KL Bennell, TV Wrigley, MA Hunt… - Rheumatic …, 2013 - rheumatic.theclinics.com
The muscles of the lower limb, particularly the quadriceps, play an important role in the
genesis and management of knee osteoarthritis (OA). At the knee, muscles function to …
genesis and management of knee osteoarthritis (OA). At the knee, muscles function to …
Principal component analysis
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 …
terms of a complementary set of score and loading plots. It is the responsibility of the data …
[HTML][HTML] OARSI-FDA initiative: defining the disease state of osteoarthritis
NE Lane, K Brandt, G Hawker, E Peeva… - Osteoarthritis and …, 2011 - Elsevier
OBJECTIVE: To respond to a pre-specified set of questions posed by the United States Food
and Drug Administration (FDA) on defining the disease state to inform the clinical …
and Drug Administration (FDA) on defining the disease state to inform the clinical …
Knee joint kinematics, kinetics and muscle co-contraction in knee osteoarthritis patient gait
BACKGROUND: Compared to matched controls, knee osteoarthritis patients walk with
altered, kinematics, kinetics and muscle activity. Studies of osteoarthritis patient gait have …
altered, kinematics, kinetics and muscle activity. Studies of osteoarthritis patient gait have …
Differences in gait parameters between healthy subjects and persons with moderate and severe knee osteoarthritis: a result of altered walking speed?
BACKGROUND: While knee osteoarthritis has been shown to affect a multitude of kinematic,
kinetic and temporo-spatial gait parameters, few investigations have examined the effect of …
kinetic and temporo-spatial gait parameters, few investigations have examined the effect of …
Anterior knee pain after total knee arthroplasty: a narrative review
W Petersen, IV Rembitzki, GP Brüggemann… - International …, 2014 - Springer
Anterior knee pain is one of the most common causes of persistent problems after
implantation of a total knee replacement. It can occur in patients with or without patellar …
implantation of a total knee replacement. It can occur in patients with or without patellar …
Increased duration of co-contraction of medial knee muscles is associated with greater progression of knee osteoarthritis
Background As knee osteoarthritis (OA) cannot be cured, treatments that slow structural
disease progression are a priority. Knee muscle activation has a potential role in OA …
disease progression are a priority. Knee muscle activation has a potential role in OA …
Machine learning methods to support personalized neuromusculoskeletal modelling
Many biomedical, orthopaedic, and industrial applications are emerging that will benefit from
personalized neuromusculoskeletal models. Applications include refined diagnostics …
personalized neuromusculoskeletal models. Applications include refined diagnostics …
Role of muscle in the genesis and management of knee osteoarthritis
KL Bennell, MA Hunt, TV Wrigley, BW Lim… - … disease clinics of north …, 2008 - Elsevier
The muscles of the lower limb play an important role in the genesis and management of
knee osteoarthritis (OA). This article outlines the influence of muscle activity on knee joint …
knee osteoarthritis (OA). This article outlines the influence of muscle activity on knee joint …