Abstract
This article regards over analytics of reliability of ventricular assist devices (VAD) used as therapy for advanced heart failure conditions in the face of malfunction related adverse events. This question directs research and the search for a solution proposal, even if prospective, but that promotes the longevity of these devices, increasing the intrinsic reliability. An “In Vitro” test bench is used to obtain variations of dynamic behavior over time; by means of a set of variables and the deviations (failures) compared between the standard and tested devices; since these devices are systems that vary in time. An intelligent systematics obtained through the automation of the test bench, using sensors and actuators to control the independent variables, and the data collection and analysis using the technologies present in the industry 4.0 completes the increase of the reliability of the VAD.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Notes
- 1.
INTERMACS - Interagency Registry for Mechanically Assisted Circulatory Support contemplates a database with a total of 22,866 patients who received a mechanical circulatory support device approved by the FDA. With registration from 06/23/2006 to 12/31/2016 of 185 participating hospitals.
References
Magalhães, C.C., Serrano Jr., C.V., Consolim-Colombo, F.M., Nobre, F., Fonseca, F.A.H.: Tratado de Cardiologia SOCESP, 3rd edn. Manole, Barueri (2015)
Martins, M.A., Carrilho, F.J., Alves, V.F., Castilho, E.: Clínica Médica, Volume 2: Doenças Cardiovasculares, Doenças Respiratórias, Emergências e Terapia Intensiva, 2nd edn. Manole, Barueri (2015)
Moreira, M.V., Montenegro, S.T., Paola, A.A.V.: Livro-texto da Sociedade Brasileira de Cardiologia, 2nd edn. Manole, Barueri (2015)
Azeka, E., Jatene, M.B., Jatene, I.B., Horowitz, E.S.K., Branco,. K.C.: I Diretriz de Insuficiência Cardíaca (IC) e Transplante Cardíaco, no Feto, na Criança e em Adultos Com Cardiopatia Congênita, da Sociedade Brasileira de Cardiologia. Arq. Bras. Cardiol. 103, 144 (2014)
Chambers, D.C., et al.: The registry of the international society for heart and lung transplantation: thirty-fourth adult lung and heart-lung transplantation report—2017; focus theme: allograft ischemic time. J. Hear. Lung Transplant. 36(10), 1047–1059 (2017)
Kirklin, J.K., et al.: Eighth annual INTERMACS report: special focus on framing the impact of adverse events. J. Hear. Lung Transplant. 36(10), 1080–1086 (2017)
Faceli, K., Lorena, A.C., Gama, J., de Carvalho, A.C.P.L.F.: Inteligência Artificial - Uma Abordagem de Aprendizado de Máquina. LTC, Rio de Janeiro (2011)
Atoche, A.C., Marrufo, O.P.: Nuevas Tendencias en Sistemas Mecatrónicos. Ingeniería 15(2) (2011)
Dias, J.C., Dias, J.C., Barbosa, M., Miyagi, P.E., Filho, D.J.S.: In vitro test bench with intelligent behavior to ventricular assist devices. In: 15th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2018), vol. 1, pp. 127–134 (2018)
de Andrade, L.A.: Jogos Digitais, Cidade e (Trans)mídia: A Próxima Fase, Curitiba (2015)
Marquesone, R.: Big Data: Técnicas e tecnologias para extração de valor dos dados. Casa do Código, São Paulo (2016)
Acknowledgements
The authors thanks FAPESP, CNPQ e CAPES for supporting this research.
Author information
Authors and Affiliations
Corresponding authors
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 IFIP International Federation for Information Processing
About this paper
Cite this paper
Dias, J.C. et al. (2019). Treatment of Ventricular Assist Device Test Bench Data for Prediction of Failures and Improved Intrinsic Reliability. In: Camarinha-Matos, L., Almeida, R., Oliveira, J. (eds) Technological Innovation for Industry and Service Systems. DoCEIS 2019. IFIP Advances in Information and Communication Technology, vol 553. Springer, Cham. https://doi.org/10.1007/978-3-030-17771-3_15
Download citation
DOI: https://doi.org/10.1007/978-3-030-17771-3_15
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-17770-6
Online ISBN: 978-3-030-17771-3
eBook Packages: Computer ScienceComputer Science (R0)