Machine learning methods to support personalized neuromusculoskeletal modelling

DJ Saxby, BA Killen, C Pizzolato, CP Carty… - … and Modeling in …, 2020 - Springer
Many biomedical, orthopaedic, and industrial applications are emerging that will benefit from
personalized neuromusculoskeletal models. Applications include refined diagnostics …

Current trends in sport and exercise hip conditions: Intra-articular and extra-articular hip pain, with detailed focus on femoroacetabular impingement (FAI) syndrome

J Kemp, A Grimaldi, J Heerey, D Jones… - Best Practice & …, 2019 - Elsevier
Musculoskeletal conditions, such as hip pain are leading causes of pain and disability. Hip
pain is the second most common cause of lower limb musculoskeletal pain, and is …

Altered walking and muscle patterns reduce hip contact forces in individuals with symptomatic cam femoroacetabular impingement

KCG Ng, G Mantovani, L Modenese… - … American Journal of …, 2018 - journals.sagepub.com
Background: Cam-type femoroacetabular impingement (FAI) is a causative factor for hip
pain and early hip osteoarthritis. Although cam FAI can alter hip joint biomechanics, it is …

Trunk, pelvis and lower limb walking biomechanics are similarly altered in those with femoroacetabular impingement syndrome regardless of cam morphology size

TN Savage, DJ Saxby, C Pizzolato, LE Diamond… - Gait & posture, 2021 - Elsevier
Background Studies of walking in those with femoroacetabular impingement syndrome have
found altered pelvis and hip biomechanics. But a whole body, time-contiuous, assessment of …

Understanding muscle coordination during gait based on muscle synergy and its association with symptoms in patients with knee osteoarthritis

M Taniguchi, J Umehara, M Yamagata, M Yagi… - Clinical …, 2024 - Springer
Objective We aimed to investigate the muscle coordination differences between a control
group and patients with mild and severe knee osteoarthritis (KOA) using muscle synergy …

Hip abductor muscle activity during walking in individuals with gluteal tendinopathy

K Allison, SE Salomoni, KL Bennell… - … journal of medicine …, 2018 - Wiley Online Library
The external hip adduction moment during walking is greater in individuals with gluteal
tendinopathy (GT) than pain‐free controls. Although this likely represents a greater demand …

Medical sports rehabilitation deep learning system of sports injury based on MRI image analysis

H Ba - Journal of Medical Imaging and Health Informatics, 2020 - ingentaconnect.com
Medical sports rehabilitation deep learning system of sports injury based on MRI image
analysis is proposed in this paper. Preparation activities are various body exercises that are …

Asymptomatic participants with a femoroacetabular deformity demonstrate stronger hip extensors and greater pelvis mobility during the deep squat task

DS Catelli, E Kowalski, PE Beaulé… - … journal of sports …, 2018 - journals.sagepub.com
Background: Cam-type femoroacetabular impingement (FAI) is a femoral head-neck
deformity that causes abnormal contact between the femoral head and acetabular rim …

The influence of musculoskeletal pain disorders on muscle synergies—A systematic review

BXW Liew, A Del Vecchio, D Falla - PLoS One, 2018 - journals.plos.org
Background Musculoskeletal (MSK) pain disorders represent a group of highly prevalent
and often disabling conditions. Investigating the structure of motor variability in response to …

[HTML][HTML] Strategies to optimise machine learning classification performance when using biomechanical features

BXW Liew, F Pfisterer, D Rügamer, X Zhai - Journal of Biomechanics, 2024 - Elsevier
Building prediction models using biomechanical features is challenging because such
models may require large sample sizes. However, collecting biomechanical data on large …