Marcelo Elias de Oliveira

Possui graduação e mestrado em Engenharia Mecânica pela Universidade Federal de São João do Rei (UFSJ), Minas Gerais e pelo Instituto Militar de Engenharia (IME), Rio de Janeiro, respectivamente e doutorado em engenharia biomédica pela Universidade de Berna, Suíça. Trabalhou como pesquisador assistente no Instituto Max-Planck, Alemanha (MPI - CBS, Munique), Universidade de Zurique, Suíça (UZH), e Universidade técnica de Helsinque (TKK), Finlândia. Atualmente trabalha como pesquisador no Instituto Tecnológico Suíço (EPFL), no Laboratório de sistemas robóticos (LSRO), trabalhando em problemas multidisciplinares nas áreas de visão computacional, engenharia biomédica, neurociências, rehabilitação, e robótica.

Informações coletadas do Lattes em 29/01/2025

Acadêmico

Formação acadêmica

Doutorado em Biomedical Engineering

2009 - 2013

University of Bern, Ifik
Título: A non-invasive technique for accessing the human spine mechanical properties
Orientador: Philippe Büchler, PhD
Bolsista do(a): Swiss National Science Foundation. Grande área: Engenharias / Área: Engenharia Biomédica.

Mestrado em Engenharia Mecânica

2006 - 2008

Instituto Militar de Engenharia
Título: Análise quantitativa do Parkinsonismo idiopático por meio da caracterização de séries temporais,Ano de Obtenção: 2008
Luciano Luporini Menegaldo.Bolsista do(a): Conselho Nacional de Desenvolvimento Científico e Tecnológico. Grande área: Engenharias / Área: Engenharia Mecânica. Grande Área: Engenharias / Área: Engenharia Biomédica.

Graduação em Engenharia Mecânica

1996 - 2001

Universidade Federal de São João Del-Rei

Pós-doutorado

2013

Pós-Doutorado. , Federal Institute of Technology, EPFL, Suiça. , Bolsista do(a): Swiss National Science Foundation.

Formação complementar

2011 - 2011

Summer School in Surgical Robotics. (Carga horária: 64h). , LIRMM, CNRS-Université Montpellier 2.

Idiomas

Inglês

Compreende Bem, Fala Bem, Lê Bem, Escreve Bem.

Espanhol

Compreende Bem, Fala Bem, Lê Bem, Escreve Pouco.

Português

Compreende Bem, Fala Bem, Lê Bem, Escreve Bem.

Alemão

Compreende Bem, Fala Bem, Lê Bem, Escreve Bem.

Áreas de atuação

Grande área: Engenharias / Área: Engenharia Biomédica.

Grande área: Engenharias / Área: Engenharia Mecânica.

Grande área: Outros / Área: Robótica, Mecatrônica e Automação.

Grande área: Engenharias / Área: Engenharia Biomédica / Subárea: Bioengenharia/Especialidade: Processamento de Sinais Biológicos.

Produções bibliográficas

BERGER, STEVE ; MARCELLO, OLIVEIRA ; SCHUMAN, STEFFEN ; Schneider, Jacques ; Studer, Daniel ; HASLER, CAROL ; Zheng, Guoyan ; Büchler, Philippe . Patient-specific spinal stiffness in AIS: a preoperative and noninvasive method. European Spine Journal (Print) , v. 24, p. 249-255, 2015.
Kim, I. ; Oliveira, M. E. ; Duncan, W. J. ; CIOFFI, I. ; Farella, M. . 3D Assessment of Mandibular Growth Based on Image Registration: A Feasibility Study in a Rabbit Model. BioMed Research International , v. 2014, p. 1-6, 2014.
Elias de Oliveira, M. E. ; NETTO, LUIZ M.G. ; KISTLER, MICHAEL ; BRANDENBERGER, DANIEL ; Büchler, Philippe ; HASLER, CAROL-C. . An image-based method to automatically propagate bony landmarks: application to computational spine biomechanics. Computer Methods in Biomechanics and Biomedical Engineering , v. 2014, p. 1-8, 2014.
Büchler, Philippe ; DE OLIVERIA, MARCELO ELIAS ; Studer, Daniel ; SCHUMANN, STEFFEN ; Zheng, Guoyan ; Schneider, Jacques ; HASLER, CAROL C. . Axial suspension test to assess pre-operative spinal flexibility in patients with adolescent idiopathic scoliosis. European Spine Journal , v. 2014, p. 1, 2014.
SARTORETTI, GUILLAUME ; HONGLER, MAX-OLIVIER ; de Oliveira, Marcelo Elias ; MONDADA, FRANCESCO . Decentralized self-selection of swarm trajectories: from dynamical systems theory to robotic implementation. SWARM INTELLIGENCE , v. 8, p. 329-351, 2014.
RITVANEN, ANTTI G. ; OLIVEIRA, MARCELO ELIAS ; KOIVIKKO, MIKA P. ; HALLILA, HARRI O. ; HAAJA, JUHA K. ; KOLJONEN, VIRVE S. ; LEIKOLA, JUNNU P. ; HUKKI, JYRI J. ; PAULASTO-KRÖCKEL, MERVI M. . Mesh-based method for measuring intracranial volume in patients with craniosynostosis. International Journal of Computer Assisted Radiology and Surgery (Print) , v. 8, p. 703-709, 2013.
Elias de Oliveira, M. E. ; KISTLER, MICHAEL ; DE ALMEIDA PRADO HELLMUTH, RUDOLF ; GERBER, NICOLAS ; SCHUMANN, STEFFEN ; BONARETTI, SERENA ; Büchler, Philippe . A CONSISTENT METHOD FOR MODELLING SUBJECT SPECIFIC MUSCULOSKELETAL SYSTEMS. Journal of Biomechanics , v. 45, p. S496, 2012.
KISTLER, MICHAEL ; BONARETTI, SERENA ; de Oliveira, Marcelo Elias ; BOICHON, CHRISTELLE ; ROCHETTE, MICHEL ; Büchler, Philippe . STATISTICAL MODEL OF APPEARANCE TO ACCELERATE FINITE ELEMENT CALCULATIONS IN BIOMECHANICS. Journal of Biomechanics , v. 45, p. S257, 2012.
Elias de Oliveira, M. E. ; Ritvanen, Antti ; Büchler, Philippe ; Paulasto, Mervi ; Hukki, Jyri . Feature-invariant image registration method for quantification of surgical outcomes in patients with craniosynostosis: a preliminary study. Journal of Pediatric Surgery (Print) , v. 46, p. e1-e8, 2011.
Elias de Oliveira, M. E. ; Hasler, Carol-Claudius ; Zheng, Guoyan ; Studer, Daniel ; Schneider, Jacques ; Büchler, Philippe . A multi-criteria decision support for optimal instrumentation in scoliosis spine surgery. Structural and Multidisciplinary Optimization (Print) , v. 1, p. 1-13, 2011.
Elias de Oliveira, M. E. ; Menegaldo, L.L. ; Lucarelli, P. ; Andrade, B.L.B. ; Büchler, Philippe . On the use of information theory for detecting upper limb motor dysfunction: An application to Parkinsonâ s disease. Physica. A (Print) , v. 1, p. 1-13, 2011.
Farella, M. ; De Oliveira, M.E. ; Gallo, L.M. ; Läubli, T. ; Tomatis, L. ; Müller, C. ; Obrenovic, R. ; Palla, S. . Firing duration of masseter motor units during prolonged low-level contractions. Clinical Neurophysiology , v. 122, p. 2433-2440, 2011.
Elias de Oliveira, M. E. ; HARRI, H. ; Ritvanen, Antti ; Büchler, Philippe ; Paulasto, Mervi ; Hukki, Jyri . Postoperative evaluation of surgery for craniosynostosis based on image registration techniques. Conference Proceedings (IEEE Engineering in Medicine and Biology Society. Conf.) , v. 1, p. 5620-5623, 2010.
Elias de Oliveira, M. E. ; Statistical shape modeling of pathological scoliotic vertebrae: A comparative analysis. Conference Proceedings (IEEE Engineering in Medicine and Biology Society. Conf.) , v. 1, p. 5939-5942, 2010.
BONNET, F. ; de Oliveira, M. Elias ; MONDADA, F. . An Autonomously Controlled Mobile Robot Developed to be Socially Integrated with ZebrafishBali, Indonesia. In: EEE International Conference on Robotics and Biomimetics, 2014, Bali, Indonesia. IEEE International Conference on Robotics and Biomimetics, 2014.
RITVANEN, ANTTI G. ; Elias de Oliveira, Marcelo . Mesh based method for mea- suring intracranial volume in patients with craniosynostosis. In: European Society of Craniofacial Surgery, 2012, Göteborg, Sweden. European Society of Craniofacial Surgery.
Elias de Oliveira, M. E. ; Automatic detection of vertebral endplates. In: International Society of Biomechanics, 2011, Brussels. International Society of Biomechanics., 2011.
Elias de Oliveira, M. E. ; Menegaldo, L.L. . Use of a multilayer perceptron neural networks to predict arm forces from emg data. In: 19th International Congress of Mechanical Engineering, 2007, Brazilia. 19th International Congress of Mechanical Engineering, 2007.
ZAHADAT, P. ; Elias de Oliveira, Marcelo . Social Adaptation of Robots for Modulating Self-Organization in Animal Societies. In: Fundamentals of Collective Systems, London, UK, September 8th, 2014, 2014, London, UK,. 2nd FoCAS Workshop on Fundamentals of Collective Systems, London, UK, September 8th, 2014.
Elias de Oliveira, M. E. ; Hasler, Carol-Claudius ; Studer, Daniel ; Schneider, Jacques ; Büchler, Philippe . A Software-Tool for Assessment of the Spinal Flexibility. In: XXIII Congress of the International Society of Biomechanics, 2011, Brussels. XXIII Congress of the Interna- tional Society of Biomechanics, 2011 Brussels, Belgium, 2011.
Elias de Oliveira, M. E. ; An Automated Method for Intracranial Volume Estimation in Cranioplasty. In: 10th World Congress on Computational Mechanics, 2012, São Paulo. 10th World Congress on Computational Mechanics, 2012.
Elias de Oliveira, M. E. ; A Consistent Method for Modeling Subject Specific Muculoskeletal Systems. In: 18th Congress of the European Society of Biomechanics, 2012, Lisbon. 18th Congress of the European Society of Biomechanics, 2012.
Kistler, M. ; Bonaretti, S. ; Elias de Oliveira, M. E. . Statistical Model of Appearance to Accelerate Finite Element Calculations in Biomechanics. In: 18th Congress of the European Society of Biomechanics, 2012, Lisbon. 18th Congress of the European Society of Biomechanics, 2012.
Kim, I. ; Duncan, W. J. ; Elias de Oliveira, Marcelo ; Farella, M. . Evaluation of Mandibular Growth Using CBCT in a Rabbit Model. In: International Association for Dental Research, 2011, Melbourne. International Association for Dental Research, 2011.
Elias de Oliveira, M. E. ; Hasler, Carol-Claudius ; Büchler, Philippe . Optimal Selection of Fusion Levels in Spine Surgery. In: Swiss Society of Biomedical Engineering, 2011, Bern. Swiss Society of Biomedical Engineering, 2011.
Gerber, N. ; Elias de Oliveira, Marcelo ; Zheng, Guoyan ; Bell, B. ; Nolte, L.P. ; Weber, S. . Image based Planning and Registration for ORL Surgery. In: Swiss Society of Biomedical Engineering, 2011, Bern. Swiss Society of Biomedical Engineering, 2011.
Elias de Oliveira, M. E. ; Sleiman, H.B. ; Dong, X. ; Studer, H. ; Hasler, Carol-Claudius ; Reys, M. ; Büchler, Philippe . Extraction of patient-specific 2D spine geometry from X-ray images for biomehanical modeling. In: Swiss Society of Biomedical Engineering, 2009, Bern. Swiss Society of Biomedical Engineering, 2009.
Elias de Oliveira, M. E. ; Büchler, Philippe ; Andrade, B.L.B. ; Menegaldo, L.L. . Complexity of a dynamical system as a measure of upper limb dysfunction in Parkinson s disease. In: Swiss Society of Biomedical Engineering, 2009, Bern. Swiss Society of Biomedical Engineering, 2009.
Sleiman, H.B. ; Elias de Oliveira, Marcelo ; Büchler, Philippe ; Reys, M. . Femur surface reconstruction from sparse data based on statistical shape modeling. In: Swiss Society of Biomedical Engineering, 2009, Bern. Swiss Society of Biomedical Engineering, 2009.
Elias de Oliveira, M. E. ; Menegaldo, L.L. . Prediction of forces in biomechanical systems using neuro-fuzzy models. In: 1st Meeting of the Brazilian Society of Biomechanics, 2007, Petrópolis. 1st Meeting of the Brazilian Society of Biomechanics, 2007.
Elias de Oliveira, M. E. ; A Non-Invasive Technique for Assessing the Spinal Flexibility in Adolescent Idiopathic Scoliosis. 2012. (Apresentação de Trabalho/Conferência ou palestra).
Elias de Oliveira, M. E. ; An Automated Method for Intracranial Volume Estimation in Cranioplasty. 2012. (Apresentação de Trabalho/Congresso).
Elias de Oliveira, M. E. ; A Consistent Method for Modeling Subject Specific Muculoskeletal Systems. 2012. (Apresentação de Trabalho/Congresso).
Elias de Oliveira, M. E. ; Postoperative Evaluation of Surgery for Craniosynostosis Based on Image Registration Techniques. 2011. (Apresentação de Trabalho/Conferência ou palestra).
Elias de Oliveira, M. E. ; On the use of information theory for detecting upper limb motor dysfunction: An application to Parkinson s disease. 2009. (Apresentação de Trabalho/Conferência ou palestra).

Outras produções

A Mesh-Based Method for Assessing Intracranial Volume . 2012.

A software tool for assessment of the spinal flexibility . 2011.

Prêmios

2000

Honorable Mention at the VII SEDIP, UFSJ, Brazil, "Applications of artificial neural networks to system identification", National Council for Scientific and Technological Development (CNPq).

Histórico profissional

Endereço profissional

Federal Institute of Technology. , EPFL STI IMT LSRO | Station 9 CH-1015 Lausanne | Office ME B3 435, Lausanne, CH3014 - Lausanne +41 21 69 36884, - Suiça, Telefone: (21) 6936884, URL da Homepage:

Experiência profissional

2013 - Atual

Federal Institute of Technology

Vínculo: Servidor Público, Enquadramento Funcional: Pesquisador, Carga horária: 40, Regime: Dedicação exclusiva.

Outras informações:
Phone: +41 21 69 36884 Postal address: EPFL STI IMT LSRO ME B3 435 (Bâtiment ME) Station 9 CH-1015 Lausanne Office: ME B3 435 LSRO (Robotic Systems Laboratory)

Atividades

03/2014
Ensino, Master in Mechanical Engineering, Nível: Pós-Graduação,Disciplinas ministradas, Haptic human robot interfaces: Sensing

2012 - 2012

Aalto University School of Science and Technology

Vínculo: Colaborador, Enquadramento Funcional: Visiting Researcher, Carga horária: 40, Regime: Dedicação exclusiva.

Outras informações:
Aalto University School of Electrical Engineering, Espoo,Finland. Visiting Researcher in the department of Electronics. Development of a software-tool for automatic intracranial volume estimation in cranioplasty. Supervisors: Mervi Paulasto-Kröckel, PhD, Prof. and Philippe Büchler, PhD.

2009 - 2013

University of Bern, Ifik

Vínculo: Servidor Público, Enquadramento Funcional: Graduate researcher, Carga horária: 42, Regime: Dedicação exclusiva.

Outras informações:
University of Bern, Bern, Switzerland. Graduate teaching assistant for Engineering Mechanics: Mechanics of Materials in the department of Biomedical Engineering. Supervisor: Lutz P. Nolte, PhD, Prof.

Atividades

02/2012 - 03/2013
Ensino, Biomedical Engineering, Nível: Pós-Graduação,Disciplinas ministradas, Mechanics of Materials
08/2011 - 01/2012
Ensino, Biomedical Engineering, Nível: Pós-Graduação,Disciplinas ministradas, Mechanics of Materials

2008 - 2009

University of Zurich

Vínculo: Colaborador, Enquadramento Funcional: Assistant Researcher, Carga horária: 40, Regime: Dedicação exclusiva.

Outras informações:
University of Zurich, Zurich, Switzerland. Assistant researcher in the laboratory for physiology and biomechanics of the Masticatory System (ZZMK). Automatic decomposition of multichannel intramuscular electromyography signals: Understanding disorders of the masticatory system. Supervisor: Mauro Farella, PhD, Prof.

2004 - 2006

Max Planck Institute for Human Cognitive and Brain Sciences

Vínculo: Colaborador, Enquadramento Funcional: Assistant researcher, Carga horária: 40, Regime: Dedicação exclusiva.

Outras informações:
Max Planck Institute for Cognition and Brain Sciences, Munich, Germany. Assistant researcher in the Sensorimotor Coordination Group. Software and hardware development, tracking motion analysis, data acquisition, signal processing, and haptic devices. Supervisor: Rafael Laboissière, PhD.

2003 - 2004

Max Planck Institute for Human Cognitive and Brain Sciences

Vínculo: Colaborador, Enquadramento Funcional: Undergraduate researcher, Carga horária: 40, Regime: Dedicação exclusiva.

Outras informações:
Max Planck Institute for Cognition and Brain Sciences, Munich, Germany. Undergraduate researcher in the Cognitive Robotics Group. Development and construction of artificial whisker system: tactile sensors for the AMOUSE project. Supervisor: DaeEun Kim, PhD.

2001 - 2002

Bayerische Motoren Werke AG (BMW), Munich, Germany

Vínculo: Internship, Enquadramento Funcional: Internship, Carga horária: 40, Regime: Dedicação exclusiva.

Outras informações:
Internship at BMW AG, Munich, Germany. Development Engineering Department TK-411. Numerical simulation of stamping processes. Supervisor: Michael Müller, Dipl.-Ing.

2000 - 2001

Mercedes-Benz, Juiz de Fora, Minas Gerais, Brasil

Vínculo: Internship, Enquadramento Funcional: Internship, Carga horária: 40, Regime: Dedicação exclusiva.

Outras informações:
Internship at Daimler-Chrysler, Juiz de Fora, Minas Gerais, Brazil. Development Engineering Department AENP. Supervisor: Carlos Buso, Civil Eng.

2000 - 2000

Universidade Federal de São João Del-Rei

Vínculo: Colaborador, Enquadramento Funcional: Undergraduate teaching assistant, Carga horária: 12

Outras informações:
Federal University of São João Del-Rei, Minas Gerais, Brazil. Undergraduate teaching assistant for control systems in the department of Mechanical Engineering. Supervisor: Valceres Vieira Rocha e Silva, PhD, Prof.

1999 - 2000

Universidade Federal de São João Del-Rei

Vínculo: Colaborador, Enquadramento Funcional: Undergraduate researcher, Carga horária: 40, Regime: Dedicação exclusiva.

Outras informações:
Federal University of São João Del-Rei, Minas Gerais, Brazil. Undergraduate researcher in the department of Physics, National Council for Scientific and Technological Development (CNPq). Project title: Optical signal processing using artificial neural networks. Supervisor: Samuel Maier Kurcbart, PhD, Prof.

1998 - 1999

Universidade Federal de São João Del-Rei

Vínculo: Colaborador, Enquadramento Funcional: Undergraduate researcher, Carga horária: 40, Regime: Dedicação exclusiva.

Outras informações:
Federal University of São João Del-Rei, Minas Gerais, Brazil. Undergraduate researcher in the department of Physics, National Council for Scientific and Technological Development (CNPq). Project title: Applications of artificial neural networks to system identification. Supervisor: Samuel Maier Kurcbart, PhD, Prof.

1998 - 1998

Universidade Federal de São João Del-Rei

Vínculo: Colaborador, Enquadramento Funcional: Undergraduate teaching assistant, Carga horária: 12

Outras informações:
Federal University of São João Del-Rei, Minas Gerais, Brazil. Undergraduate teaching assistant for electromagnetism in the department of Physics. Supervisors: Horácio Wagner Leite Alves, PhD, Prof. and José Luiz Arestrup Alves, PhD, Prof.

1996 - 1997

Universidade Federal de São João Del-Rei

Vínculo: Colaborador, Enquadramento Funcional: Undergraduate teaching assistant, Carga horária: 12

Outras informações:
Federal University of São João Del-Rei, Minas Gerais, Brazil. Undergraduate teaching assistant for material mechanics in the department of Electronic Engineering. Supervisor: Paulo Henrique, PhD, Prof.