Uma Arquitetura Baseada em Modelos para Sistemas Médicos Físico-Cibernéticos
Resumo
O presente artigo propõe uma arquitetura para Sistemas Médicos Físico-Cibernéticos. Esta arquitetura disponibiliza modelos de componentes para simular o funcionamento de dispositivos médicos, bem como o comportamento de pacientes. Foram utilizadas diretrizes médicas e uma base de dados clínica, juntamente com técnicas estatísticas para criar modelos matemáticos para simular sinais vitais e fisiológicos de pacientes. Provas de conceito têm demonstrado a viabilidade da arquitetura proposta.
Referências
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ASTM (2009). STAM F2761–2009. Medical Devices and Medical Systems – Essential Safety Requirements for Equipment Comprising the Patient-Centric Integrated Clinical Environment (ICE), Part 1: General Requirements and Conceptual Model.
Hatcliff, J., King, A., Lee, I., Macdonald, A., et al. (2012). Rationale and architecture principles for medical application platforms. In Proceedings of the 2012 IEEE/ACM Third International Conference on Cyber-Physical Systems, ICCPS ’12, pages 3–12, Washington, DC, USA. IEEE Computer Society.
Lee, E. A. (2008). Cyber physical systems: Design challenges. In Proceedings of the 2008 11th IEEE Symposium on Object Oriented Real-Time Distributed Computing, ISORC ’08, pages 363–369, Washington, DC, USA. IEEE Computer Society.
Lee, E. A. and Seshia, S. A. (2011). Introduction to Embedded Systems, A Cyber-Physical Systems Approach. ISBN 978-0-557-70857-4.
Lee, I. and Sokolsky, O. (2010). Medical cyber physical systems. In Design Automation Conference (DAC), 2010 47th ACM/IEEE, pages 743–748.
Lee, I., Sokolsky, O., Chen, S., Hatcliff, J., et al. (2012). Challenges and research directions in medical cyber-physical systems. Proceedings of the IEEE, 100(1):75–90.
Miller, B., Vahid, F., and Givargis, T. (2012). Digital mockups for the testing of a medical ventilator. In Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium, IHI ’12, pages 859–862, New York, NY, USA. ACM.
Pajic, M., Mangharam, R., Sokolsky, O., Arney, D., Goldman, J., and Lee, I. (2012). Model-driven safety analysis of closed-loop medical systems.
Park, K.-J., Zheng, R., and Liu, X. (2012). Cyber-physical systems: Milestones and research challenges. Computer Communications, 36(1):1–7.
Santos, D. F. S., Almeida, H. O., and Perkusich, A. (2013). Uma arquitetura para a internet das coisas aplicada a sistemas de saúde conectada. In Anais do V Simpósio Brasileiro de Computação Ubíqua e Pervasiva, volume 1 of SBCUP’13, pages 1952– 1961, Maceió, AL, BR. SBD (2009). Gerenciamento eletrônico do diabetes. In GOMES, M. B. and LERARIO, A. C., editors, Diretrizes da Sociedade Brasileira de Diabetes, SBD’09, pages 219– 230. Sociedade Brasileira de Diabetes.
Silva, L. C., Perkusich, M., Almeida, H. O., and Perkusich, A. (2014). A model-based architecture for testing medical cyber-physical systems. In Proceedings of the 29th Annual ACM Symposium on Applied Computing, SAC ’14, pages 25–30, New York, NY, USA. ACM.
UC Berkeley (2012). The ptolemy project: heterogeneous, modeling and design.
WHO (2013). 10 facts about diabetes. World Health Organization. Disponível em: [http://www.who.int/features/factfiles/diabetes/facts/en]. Acesso em: Fev. 2014.
ASTM (2009). STAM F2761–2009. Medical Devices and Medical Systems – Essential Safety Requirements for Equipment Comprising the Patient-Centric Integrated Clinical Environment (ICE), Part 1: General Requirements and Conceptual Model.
Hatcliff, J., King, A., Lee, I., Macdonald, A., et al. (2012). Rationale and architecture principles for medical application platforms. In Proceedings of the 2012 IEEE/ACM Third International Conference on Cyber-Physical Systems, ICCPS ’12, pages 3–12, Washington, DC, USA. IEEE Computer Society.
Lee, E. A. (2008). Cyber physical systems: Design challenges. In Proceedings of the 2008 11th IEEE Symposium on Object Oriented Real-Time Distributed Computing, ISORC ’08, pages 363–369, Washington, DC, USA. IEEE Computer Society.
Lee, E. A. and Seshia, S. A. (2011). Introduction to Embedded Systems, A Cyber-Physical Systems Approach. ISBN 978-0-557-70857-4.
Lee, I. and Sokolsky, O. (2010). Medical cyber physical systems. In Design Automation Conference (DAC), 2010 47th ACM/IEEE, pages 743–748.
Lee, I., Sokolsky, O., Chen, S., Hatcliff, J., et al. (2012). Challenges and research directions in medical cyber-physical systems. Proceedings of the IEEE, 100(1):75–90.
Miller, B., Vahid, F., and Givargis, T. (2012). Digital mockups for the testing of a medical ventilator. In Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium, IHI ’12, pages 859–862, New York, NY, USA. ACM.
Pajic, M., Mangharam, R., Sokolsky, O., Arney, D., Goldman, J., and Lee, I. (2012). Model-driven safety analysis of closed-loop medical systems.
Park, K.-J., Zheng, R., and Liu, X. (2012). Cyber-physical systems: Milestones and research challenges. Computer Communications, 36(1):1–7.
Santos, D. F. S., Almeida, H. O., and Perkusich, A. (2013). Uma arquitetura para a internet das coisas aplicada a sistemas de saúde conectada. In Anais do V Simpósio Brasileiro de Computação Ubíqua e Pervasiva, volume 1 of SBCUP’13, pages 1952– 1961, Maceió, AL, BR. SBD (2009). Gerenciamento eletrônico do diabetes. In GOMES, M. B. and LERARIO, A. C., editors, Diretrizes da Sociedade Brasileira de Diabetes, SBD’09, pages 219– 230. Sociedade Brasileira de Diabetes.
Silva, L. C., Perkusich, M., Almeida, H. O., and Perkusich, A. (2014). A model-based architecture for testing medical cyber-physical systems. In Proceedings of the 29th Annual ACM Symposium on Applied Computing, SAC ’14, pages 25–30, New York, NY, USA. ACM.
UC Berkeley (2012). The ptolemy project: heterogeneous, modeling and design.
WHO (2013). 10 facts about diabetes. World Health Organization. Disponível em: [http://www.who.int/features/factfiles/diabetes/facts/en]. Acesso em: Fev. 2014.
Publicado
28/07/2014
Como Citar
SILVA, Lenardo; ALMEIDA, Hyggo; PERKUSICH, Angelo.
Uma Arquitetura Baseada em Modelos para Sistemas Médicos Físico-Cibernéticos. In: SIMPÓSIO BRASILEIRO DE COMPUTAÇÃO UBÍQUA E PERVASIVA (SBCUP), 6. , 2014, Brasília.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2014
.
p. 51-60.
ISSN 2595-6183.
