Machine learning methods to support personalized neuromusculoskeletal modelling

Autor: Rami K. Korhonen, Gavin K. Lenton, Laura E. Diamond, Jacqueline Alderson, David J. Saxby, Thor F. Besier, Daniel Devaprakash, David Lloyd, Rod Barrett, Justin Fernandez, S Brito da Luz, Luca Modenese, Christopher P. Carty, Martina Barzan, Bryce A. Killen, Edin K. Suwarganda, Claudio Pizzolato, Giorgio Davico

Many biomedical, orthopaedic, and industrial applications are emerging that will benefit from personalized neuromusculoskeletal models. Applications include refined diagnostics, prediction of treatment trajectories for neuromusculoskeletal diseases,

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8e2729d6fded032b328e452bddaed1d2
https://lirias.kuleuven.be/handle/123456789/657700

Automated creation and tuning of personalised muscle paths for OpenSim musculoskeletal models of the knee joint

Autor: B A, Killen, S, Brito da Luz, D G, Lloyd, A D, Carleton, J, Zhang, T F, Besier, D J, Saxby

Publikováno v: Biomechanics and modeling in mechanobiology. 20(2)

Computational modelling is an invaluable tool for investigating features of human locomotion and motor control which cannot be measured except through invasive techniques. Recent research has focussed on creating personalised musculoskeletal models u

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::adf544d7847d3e0ca391af0d7fef1ea1
https://pubmed.ncbi.nlm.nih.gov/33098487

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Can a Musculoskeletal Model Adapted to Knee Implant Geometry Improve Prediction of 3D Contact Forces and Moments?

Autor: Guitteny S; Univ Lyon, Univ Claude Bernard Lyon 1, Univ Gustave Eiffel, LBMC UMR_T 9406, 69622, Lyon, France., Aissaoui R; Laboratoire de Recherche en Imagerie Et Orthopédie (LIO), Département Génie des Systèmes, Ecole de Technologie Supérieure, Montréal, Canada., Dumas R; Univ Lyon, Univ Claude Bernard Lyon 1, Univ Gustave Eiffel, LBMC UMR_T 9406, 69622, Lyon, France. raphael.dumas@univ-eiffel.fr.

Publikováno v: Annals of biomedical engineering [Ann Biomed Eng] 2023 Aug; Vol. 51 (8), pp. 1872-1883. Date of Electronic Publication: 2023 Apr 26.

Biofeedback for Gait Retraining Based on Real-Time Estimation of Tibiofemoral Joint Contact Forces.

Autor: Pizzolato, Claudio, Reggiani, Monica, Saxby, David J., Ceseracciu, Elena, Modenese, Luca, Lloyd, David G.

Publikováno v: IEEE Transactions on Neural Systems & Rehabilitation Engineering; Sep2017, Vol. 25 Issue 9, p1612-1621, 10p