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Doctoral Thesis
DOI
https://doi.org/10.11606/T.5.2010.tde-25112010-143651
Document
Author
Full name
Monica Mitiko Soares Matsumoto
E-mail
Institute/School/College
Knowledge Area
Date of Defense
Published
São Paulo, 2010
Supervisor
Committee
Furuie, Sergio Shiguemi (President)
Kim, Hae Yong
Lemos Neto, Pedro Alves
Mascarenhas, Nelson Delfino D'Ávila
Sales, Fernando José Ribeiro
Title in Portuguese
Análises morfológica e dinâmica da coronária baseadas no processamento tridimensional de exames de ultrassonografia intravascular
Keywords in Portuguese
Algoritmos
Doença da artéria coronariana/ultrassonografia
Imagem tridimensional
Modelos cardiovasculares
Processamento de imagem assistida por computador
Simulação por computador
Técnicas de imagem de sincronização cardíaca
Ultrassonografia intravascular
Abstract in Portuguese
Na prática intervencionista, a ultrassonografia intravascular (USIV) é usada para se obter informações quantitativas e qualitativas do acometimento aterosclerótico, de forma complementar à angiografia. Esta tese teve como objetivos explorar a característica tomográfica do exame de USIV, bem como sua dinâmica dentro do ciclo cardíaco. Para isso, desenvolvemos técnicas de processamento de imagens médicas. Primeiramente, investigamos a reconstrução tridimensional da coronária baseando-nos apenas nas imagens de USIV, ou seja, sem a angiografia, como é feita a reconstrução atualmente. Na análise da dinâmica, fizemos um estudo para dispor volumes da coronária em diferentes fases do ciclo cardíaco de forma que estivessem alinhados espacialmente. Como consequência dos tratamentos propostos anteriormente, realizamos estudos sobre a quantificação de propriedades mecânicas dentro das condições oferecidas no intervalo de um ciclo cardíaco. As metodologias propostas foram aplicadas em simulações numéricas desenvolvidas neste trabalho e em exames reais. Obtivemos resultados compatíveis com os objetivos iniciais para reconstrução tridimensional da USIV em simulações numéricas. Na análise da dinâmica, a reconstrução de volumes em diferentes fases do ciclo e o alinhamento espacial possibilitaram a quantificação da variação setorial de volume da luz do vaso durante o ciclo cardíaco
Title in English
Morphological and dynamic analysis of the coronary based on tridimensional image processing of intravascular ultrasound examination
Keywords in English
Algorithms
Cardiac-gated imaging techniques
Cardiovascular models
Computer simulation
Coronary artery disease/ultrasonography
Image processing computer-assisted
Intravascular ultrasonography
Three-dimensional image
Abstract in English
In percutaneous coronary interventions, intravascular ultrasound (IVUS) examination is used to retrieve quantitative and qualitative information about the atherosclerotic plaque progression, complementary to angiography examination. This thesis has as objectives to explore the tomographic characteristic of the IVUS examination, as well as its dynamics within a cardiac cycle. For that purpose, medical image processing techniques were developed. Firstly, we have investigated how to reconstruct the tridimensional coronary based only on IVUS images, that is, without angiography, as it is done nowadays. Regarding dynamic analysis, we have studied models to build volumes of the coronary in distinct phases of the cardiac cycle in a spatial aligned way. Conversantly, as a consequence of the previous image processing methods, we have studied the quantification of mechanical properties of the vessel wall within a cardiac cycle. The methodologies proposed were applied in numeric phantoms developed in this work and also in real IVUS examinations. As result, tridimensional reconstruction was successful in the numeric phantom approach. In dynamics analysis, the reconstruction in distinct cardiac phases and volumes spatial alignment enabled the quantification of lumen volume variation during the cardiac cycle
 
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Publishing Date
2010-11-30
 
WARNING: The material described below relates to works resulting from this thesis or dissertation. The contents of these works are the author's responsibility.
  • Cardoso, Fernando M., Matsumoto, Monica M.S., and Furuie, Sergio S. Edge-Preserving Speckle Texture Removal by Interference-Based Speckle Filtering Followed by Anisotropic Diffusion [doi:10.1016/j.ultrasmedbio.2012.03.014]. Ultrasound in Medicine & Biology [online], 2012, vol. 38, p. 1414-1428.
  • Cardoso, F M, MATSUMOTO, M. M. S., and Furuie, S.S. Interference based Speckle Filter [doi:10.1117/12.878037]. In SPIE Medical Imaging 2011: Ultrasonic Imaging, Tomography, and Therapy, Orlando, Fla, 2011. Proceedings of SPIE. : SPIE, 2011.
  • Cardoso, F M, MATSUMOTO, M. M. S., e FURUIE, S. S. FILTER PERFORMANCES ON ULTRASOUND IMAGES. In XXII Congresso Brasileiro de Engenhaira Biomédica, Tiradentes, 2010. Anais do XXII Congresso Brasileiro de Engenhaira Biomédica., 2010.
  • Hadad, M, MATSUMOTO, M. M. S., and Furuie, S.S. Synchronizing IVUS images via Virtual Histology images. In Computing in Cardiology, Krakow, Poland, 2012. Proceedings of Computing in Cardiology., 2012.
  • Hernandez-Sabate A, et al. Assessing Cardiac Phase Retrieval in IntraVascular UltraSound. In Computing in Cardiology 2010, Belfast, 2010. Proceedings of Computers in Cardiology 2010. : IEEE, 2010.
  • Hernandez-Sabate A, et al. Inferring the Performance of Medical Imaging Algorithms [doi:10.1007/978-3-642-23672-3_63]. In Computer Analysis of Images and Patterns - 14th International Conference, CAIP 2011, Sevilha, ES, 2011. Proceedings, Part I. Lecture Notes in Computer Science 6854.Berlin : Springer, 2011.
  • MATSUMOTO, M. M. S., et al. AGRUPAMENTO MORFOLÓGICO DE SINAIS DE EXTRA-SÍSTOLE VENTRICULAR USANDO REDES DE KOHONEN. In XXI Congresso Brasileiro de Engenharia Biomédica, Salvador, BA, 2008. Anais do XXI Congresso Brasileiro de Engenharia Biomédica. : SBEB, 2008.
  • MATSUMOTO, M. M. S., et al. Cardiac Phase Detection in Intravascular Ultrasound Images [doi:10.1117/12.769670]. In Medical Imaging 2008: Ultrasonic Imaging and Signal Processing, San Diego, 2008. Proceedings of SPIE. : SPIE, 2008.
  • MATSUMOTO, M. M. S., et al. Cardiac Phase Detection in Intravascular Ultrasound Images. In XX Brazilian Symposium on Computer Graphics and Image Processing (October 7-10, 2007), Belo Horizonge, 2007. Proceedings of the XX Brazilian Symposium on Computer Graphics and Image Processing. : IEEE Computer Society, 2007.
  • MATSUMOTO, M. M. S., et al. Coronary 3D reconstruction using IVUS images only: a numeric phantom framework [doi:10.1117/12.844060]. In Medical Imaging 2010, San Diego, 2010. Progress in Biomedical Optics and Imaging. : SPIE, 2010.
  • MATSUMOTO, M. M. S., e FURUIE, S. S. Aprendizado baseado em projetos (PBL): a experiência de aalborg. In XXXVI Congresso Brasileiro de Educação em Engenharia - COBENGE 2008, Sao Paulo, 2008. Anais do XXXVI Congresso Brasileiro de Educação em Engenharia., 2008.
  • MATSUMOTO, M. M. S., LEMOS, Pedro, and FURUIE, S. S. IVUS coronary volume alignment for distinct phases [doi:10.1117/12.811135]. In Medical Imaging 2009:Ultrasonic Imaging and Signal Processing, Orlando, 2009. Progress in Biomedical Optics and Imaging. : SPIE, 2009.
  • [orientanda Monica M S Matsumoto] Brazil Women in Technology Award, Ciência da Computação e a Engenharia de Computação, 2008 - Google
  • [orientanda Monica Mitiko Soares Matsumoto] bolsista TOP USA 2010 - Banco Santander
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