Ricardo Matias

Dr. Ricardo Matias

Champalimaud Foundation Lisbon, Portugal Instituto Politecnico de Setubal (IPS), Setúbal, Portugal
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Research Focus & Metrics

Academic Career Length

21Years (2006-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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6 January 2016 in PLOS ONE
Verified
Journal Article
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ASAjay Seth
Ajay Seth
RMRicardo Matias
Ricardo Matias
AVAntónio Prieto Veloso
António Prieto Veloso
SDScott L. Delp
Scott L. Delp
The complexity of shoulder mechanics combined with the movement of skin relative to the scapula makes it difficult to measure shoulder kinematics with sufficient accuracy to distinguish between symptomatic and asymptomatic individuals. Multibody skeletal models can improve motion capture accuracy by reducing the space of possible joint movements, and models are used widely to improve measurement of lower limb kinematics. In this study, we developed a rigid-body model of a scapulothoracic joint to describe the kinematics of the scapula relative to the thorax. This model describes scapular kinematics with four degrees of freedom: 1) elevation and 2) abduction of the scapula on an ellipsoidal thoracic surface, 3) upward rotation of the scapula normal to the thoracic surface, and 4) internal rotation of the scapula to lift the medial border of the scapula off the surface of the thorax. The surface dimensions and joint axes can be customized to match an individual’s anthropometry. We compared the model to “gold standard” bone-pin kinematics collected during three shoulder tasks and found modeled scapular kinematics to be accurate to within 2mm root-mean-squared error for individual bone-pin markers across all markers and movement tasks. As an additional test, we added random and systematic noise to the bone-pin marker data and found that the model reduced kinematic variability due to noise by 65% compared to Euler angles computed without the model. Our scapulothoracic joint model can be used for inverse and forward dynamics analyses and to compute joint reaction loads. The computational performance of the scapulothoracic joint model is well suited for real-time applications; it is freely available for use with OpenSim 3.2, and is customizable and usable with other OpenSim models.

1 September 2018 in Pattern Recognition
Verified
Journal Article
Open access
Duarte FolgadoDuarte Folgado
Duarte Folgado
Marília BarandasMarília Barandas
Marília Barandas
RMRicardo Matias
Ricardo Matias
Rodrigo Brandão MartinsRodrigo Brandão Martins
Rodrigo Brandão Martins
Miguel Angelo CarvalhoMiguel Angelo Carvalho
Miguel Angelo Carvalho
Hugo GamboaHugo Gamboa
Hugo Gamboa

5 November 2019 in Frontiers in Neurorobotics
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Journal Article
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ASAjay Seth
Ajay Seth
MDMeilin Dong
Meilin Dong
RMRicardo Matias
Ricardo Matias
SDScott Delp
Scott Delp
Musculoskeletal models enable movement scientists to examine muscle function by computing the mechanical work done by muscles during motor tasks. To estimate muscle work accurately requires a model that is physiologically plausible. Previous models of the human shoulder have coupled scapula movement to humeral movement. While coupled movement produces a stereotypical scapulohumeral rhythm, it cannot model shrugging or independent movement of the scapula and humerus. The artificial coupling of humeral elevation to scapular rotation permits muscles that cross the glenohumeral joint, such as the rotator-cuff muscles and deltoids, to do implausible work to elevate and rotate the scapula. In reality, the motion of the scapula is controlled by thoracoscapular muscles, yet the roles of these muscles in shoulder function remains unclear. To elucidate the roles of the thoracoscapular muscles, we developed a shoulder model with an accurate scapulothoracic joint and includes scapular muscles to drive its motion. We used the model to compute the work done by the thoracoscapular muscles during shrugging and arm elevation. We found that the bulk of the work done in upper-extremity tasks is performed by the largest muscles of the shoulder: trapezius, deltoids, pectoralis major, and serratus-anterior. Trapezius and serratus anterior prove to be important synergists in performing upward-rotation of the scapula. We show that the large thoracoscapular muscles do more work than glenohumeral muscles during arm-elevation tasks. The model, experimental data and simulation results are freely available on SimTK.org to enable anyone to explore our results and to perform further studies in OpenSim 4.0.

28 July 2020 in Journal of Parkinson’s Disease
Verified
Journal Article
Open access
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RBRaquel Bouça-Machado
Raquel Bouça-Machado
CJConstança Jalles
Constança Jalles
DGDaniela Guerreiro
Daniela Guerreiro
FPFilipa Pona-Ferreira
Filipa Pona-Ferreira
DBDiogo Branco
Diogo Branco
Joaquim FerreiraJoaquim Ferreira
Joaquim Ferreira
Background: Gait impairments are common and highly disabling for Parkinson’s disease (PD) patients. With the development of technology-based tools, it is now possible to measure the spatiotemporal parameters of gait with a reduced margin of error, th

26 November 2019 in Movement Disorders Clinical Practice
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Journal Article
Closed access
PDF file
RBRaquel Bouça-Machado
Raquel Bouça-Machado
GDGonçalo Duarte
Gonçalo Duarte
MPMaria Patriarca
Maria Patriarca
ACAna Castro Caldas
Ana Castro Caldas
JAJoana Alarcão
Joana Alarcão
Joaquim FerreiraJoaquim Ferreira
Joaquim Ferreira