- -

Una Técnica Bayesiana y de Varianza Mínima para Segmentación del Lumen Arterial en Imágenes de Ultrasonido

RiuNet: Repositorio Institucional de la Universidad Politécnica de Valencia

Compartir/Enviar a

Citas

Estadísticas

  • Estadisticas de Uso

Una Técnica Bayesiana y de Varianza Mínima para Segmentación del Lumen Arterial en Imágenes de Ultrasonido

Mostrar el registro completo del ítem

Tinoco Martínez, SR.; Calderon, F.; Lara Álvarez, C.; Carranza Madrigal, J. (2014). Una Técnica Bayesiana y de Varianza Mínima para Segmentación del Lumen Arterial en Imágenes de Ultrasonido. Revista Iberoamericana de Automática e Informática industrial. 11(3):337-347. https://doi.org/10.1016/j.riai.2013.11.009

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/144174

Ficheros en el ítem

Thumbnail
Nombre: Tinoco;Calderon;Lara ...
Tamaño: 572.1Kb
Formato: PDF
Descripción: Versión editorial
Abrir/Preview

Metadatos del ítem

Título: Una Técnica Bayesiana y de Varianza Mínima para Segmentación del Lumen Arterial en Imágenes de Ultrasonido
Otro titulo: A Bayesian and Minimum Variance Technique for Arterial Lumen Segmentation in Ultrasound Imaging
Autor: Tinoco Martínez, Sergio Rogelio Calderon, Félix Lara Álvarez, Carlos Carranza Madrigal, Jaime
Fecha difusión:
Resumen:
[ES] Las enfermedades cardiovasculares (ECVs) son la causa principal de decesos en el mundo entero. Basada en el ultrasonido, la valoración principal de las ECVs es la medición de la íntima-media carotídea y de la función ...[+]


[EN] Cardiovascular diseases (CVDs) are the worldwide leading cause of deaths. Based on ultrasound, the primary assessment of CVDs is measurement of the carotid intima-media thickness and brachial endothelial function. In ...[+]
Palabras clave: Automatic detection , Ultrasonography , Carotid , Brachial , Lumen , Bayesian , Variance , Graphs , Polynomial fitting , Detección automática , Ultrasonografía , Carótida , Humeral , Bayesiano , Varianza , Grafos , Ajuste polinomial
Derechos de uso: Reserva de todos los derechos
Fuente:
Revista Iberoamericana de Automática e Informática industrial. (issn: 1697-7912 ) (eissn: 1697-7920 )
DOI: 10.1016/j.riai.2013.11.009
Editorial:
Elsevier
Versión del editor: https://doi.org/10.1016/j.riai.2013.11.009
Tipo: Artículo

References

Amato, M., Montorsi, P., Ravani, A., Oldani, E., Galli, S., Ravagnani, P. M., … Baldassarre, D. (2007). Carotid intima-media thickness by B-mode ultrasound as surrogate of coronary atherosclerosis: correlation with quantitative coronary angiography and coronary intravascular ultrasound findings. European Heart Journal, 28(17), 2094-2101. doi:10.1093/eurheartj/ehm244

Blake, A., Isard, M., 2000. Active contours. Springer-Verlag.

Calderon, F., Tinoco-Martínez, S. R., & Carranza-Madrigal, J. (2013). Un Algoritmo basado en Grafos para la Detección Automática de la Luz Arterial en Imágenes Ultrasonográficas. Revista Iberoamericana de Automática e Informática Industrial RIAI, 10(4), 423-433. doi:10.1016/j.riai.2013.05.011 [+]
Amato, M., Montorsi, P., Ravani, A., Oldani, E., Galli, S., Ravagnani, P. M., … Baldassarre, D. (2007). Carotid intima-media thickness by B-mode ultrasound as surrogate of coronary atherosclerosis: correlation with quantitative coronary angiography and coronary intravascular ultrasound findings. European Heart Journal, 28(17), 2094-2101. doi:10.1093/eurheartj/ehm244

Blake, A., Isard, M., 2000. Active contours. Springer-Verlag.

Calderon, F., Tinoco-Martínez, S. R., & Carranza-Madrigal, J. (2013). Un Algoritmo basado en Grafos para la Detección Automática de la Luz Arterial en Imágenes Ultrasonográficas. Revista Iberoamericana de Automática e Informática Industrial RIAI, 10(4), 423-433. doi:10.1016/j.riai.2013.05.011

Canny, J. (1986). A Computational Approach to Edge Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, PAMI-8(6), 679-698. doi:10.1109/tpami.1986.4767851

Celermajer, D. S., Sorensen, K. E., Bull, C., Robinson, J., & Deanfield, J. E. (1994). Endothelium-dependent dilation in the systemic arteries of asymptomatic subjects relates to coronary risk factors and their interaction. Journal of the American College of Cardiology, 24(6), 1468-1474. doi:10.1016/0735-1097(94)90141-4

Cheng, D., Schmidt-Trucksäss, A., Cheng, K., & Burkhardt, H. (2002). Using snakes to detect the intimal and adventitial layers of the common carotid artery wall in sonographic images. Computer Methods and Programs in Biomedicine, 67(1), 27-37. doi:10.1016/s0169-2607(00)00149-8

Delsanto, S., Molinari, F., Giustetto, P., Liboni, W., & Badalamenti, S. (2005). CULEX-Completely User-independent Layers EXtraction: Ultrasonic Carotid Artery Images Segmentation. 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference. doi:10.1109/iembs.2005.1615980

Delsanto, S., Molinari, F., Giustetto, P., Liboni, W., Badalamenti, S., & Suri, J. S. (2007). Characterization of a Completely User-Independent Algorithm for Carotid Artery Segmentation in 2-D Ultrasound Images. IEEE Transactions on Instrumentation and Measurement, 56(4), 1265-1274. doi:10.1109/tim.2007.900433

Delsanto, S., Molinari, F., Liboni, W., Giustetto, P., Badalamenti, S., & Suri, J. S. (2006). User-independent Plaque Characterization and Accurate IMT Measurement of Carotid Artery Wall using Ultrasound. 2006 International Conference of the IEEE Engineering in Medicine and Biology Society. doi:10.1109/iembs.2006.260673

Destrempes, F., Meunier, J., Giroux, M.-F., Soulez, G., & Cloutier, G. (2009). Segmentation in Ultrasonic B-Mode Images of Healthy Carotid Arteries Using Mixtures of Nakagami Distributions and Stochastic Optimization. IEEE Transactions on Medical Imaging, 28(2), 215-229. doi:10.1109/tmi.2008.929098

Faita, F., Gemignani, V., Bianchini, E., Giannarelli, C., Ghiadoni, L., & Demi, M. (2008). Real-time Measurement System for Evaluation of the Carotid Intima-Media Thickness With a Robust Edge Operator. Journal of Ultrasound in Medicine, 27(9), 1353-1361. doi:10.7863/jum.2008.27.9.1353

Fischler, M. A., & Bolles, R. C. (1981). Random sample consensus. Communications of the ACM, 24(6), 381-395. doi:10.1145/358669.358692

FURBERG, C. D., BYINGTON, R. P., & CRAVEN, T. E. (1994). Lessons learned from clinical trials with ultrasound end-points. Journal of Internal Medicine, 236(5), 575-580. doi:10.1111/j.1365-2796.1994.tb00848.x

Golemati, S., Stoitsis, J., Balkizas, T., & Nikita, K. S. (2005). Comparison of B-mode, M-mode and Hough transform methods for measurement of arterial diastolic and systolic diameters. 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference. doi:10.1109/iembs.2005.1616786

Golemati, S., Stoitsis, J., Sifakis, E. G., Balkizas, T., & Nikita, K. S. (2007). Using the Hough Transform to Segment Ultrasound Images of Longitudinal and Transverse Sections of the Carotid Artery. Ultrasound in Medicine & Biology, 33(12), 1918-1932. doi:10.1016/j.ultrasmedbio.2007.05.021

Golemati, S., Tegos, T. J., Sassano, A., Nikita, K. S., & Nicolaides, A. N. (2004). Echogenicity of B-mode Sonographic Images of the Carotid Artery. Journal of Ultrasound in Medicine, 23(5), 659-669. doi:10.7863/jum.2004.23.5.659

Gutierrez, M. A., Pilon, P. E., Lage, S. G., Kopel, L., Carvalho, R. T., & Furuie, S. S. (s. f.). Automatic measurement of carotid diameter and wall thickness in ultrasound images. Computers in Cardiology. doi:10.1109/cic.2002.1166783

Hough, P.V. C., 1962. Method and means for recognizing complex patterns. U.S. Patent No. 3069654.

Kass, M., Witkin, A., & Terzopoulos, D. (1988). Snakes: Active contour models. International Journal of Computer Vision, 1(4), 321-331. doi:10.1007/bf00133570

Lai, K. F., & Chin, R. T. (1995). Deformable contours: modeling and extraction. IEEE Transactions on Pattern Analysis and Machine Intelligence, 17(11), 1084-1090. doi:10.1109/34.473235

Quan Liang, Wendelhag, I., Wikstrand, J., & Gustavsson, T. (2000). A multiscale dynamic programming procedure for boundary detection in ultrasonic artery images. IEEE Transactions on Medical Imaging, 19(2), 127-142. doi:10.1109/42.836372

Liguori, C., Paolillo, A., & Pietrosanto, A. (2001). An automatic measurement system for the evaluation of carotid intima-media thickness. IEEE Transactions on Instrumentation and Measurement, 50(6), 1684-1691. doi:10.1109/19.982968

Lobregt, S., & Viergever, M. A. (1995). A discrete dynamic contour model. IEEE Transactions on Medical Imaging, 14(1), 12-24. doi:10.1109/42.370398

MOLINARI, F., LIBONI, W., GIUSTETTO, P., BADALAMENTI, S., & SURI, J. S. (2009). AUTOMATIC COMPUTER-BASED TRACINGS (ACT) IN LONGITUDINAL 2-D ULTRASOUND IMAGES USING DIFFERENT SCANNERS. Journal of Mechanics in Medicine and Biology, 09(04), 481-505. doi:10.1142/s0219519409003115

Molinari, F., Zeng, G., & Suri, J. S. (2010). An Integrated Approach to Computer-Based Automated Tracing and Its Validation for 200 Common Carotid Arterial Wall Ultrasound Images. Journal of Ultrasound in Medicine, 29(3), 399-418. doi:10.7863/jum.2010.29.3.399

Organizacion Mundial de la Salud, Ene 2011. Enfermedades cardiovasculares http://www.who.int/mediacentre/factsheets/fs317/es/index.html.

Ronfard, R. (1994). Region-based strategies for active contour models. International Journal of Computer Vision, 13(2), 229-251. doi:10.1007/bf01427153

Schmidt, & Wendelhag. (1999). How can the variability in ultrasound measurement of intima‐media thickness be reduced? Studies of interobserver variability in carotid and femoral arteries. Clinical Physiology, 19(1), 45-55. doi:10.1046/j.1365-2281.1999.00145.x

Stein, J. H., Korcarz, C. E., Mays, M. E., Douglas, P. S., Palta, M., Zhang, H., … Fan, L. (2005). A semiautomated ultrasound border detection program that facilitates clinical measurement of ultrasound carotid intima-media thickness. Journal of the American Society of Echocardiography, 18(3), 244-251. doi:10.1016/j.echo.2004.12.002

Stoitsis, J., Golemati, S., Kendros, S., & Nikita, K. S. (2008). Automated detection of the carotid artery wall in B-mode ultrasound images using active contours initialized by the Hough transform. 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. doi:10.1109/iembs.2008.4649871

Strang, G., 2006. Á lgebra lineal y sus aplicaciones, 4th Edición. Thomson.

Touboul, P.-J., Prati, P., Scarabin, P.-Y., Adrai, V., Thibout, E., & Ducimeti??re, P. (1992). Use of monitoring software to improve the measurement of carotid wall thickness by B-mode imaging. Journal of Hypertension, 10(Supplement 5), S37-S42. doi:10.1097/00004872-199207005-00006

Wendelhag, I., Gustavsson, T., Suurküla, M., Berglund, G., & Wikstrand, J. (1991). Ultrasound measurement of wall thickness in the carotid artery: fundamental principles and description of a computerized analysing system. Clinical Physiology, 11(6), 565-577. doi:10.1111/j.1475-097x.1991.tb00676.x

Wendelhag, I., Liang, Q., Gustavsson, T., & Wikstrand, J. (1997). A New Automated Computerized Analyzing System Simplifies Readings and Reduces the Variability in Ultrasound Measurement of Intima-Media Thickness. Stroke, 28(11), 2195-2200. doi:10.1161/01.str.28.11.2195

Wendelhag, I., Wiklund, O., & Wikstrand, J. (1992). Arterial wall thickness in familial hypercholesterolemia. Ultrasound measurement of intima-media thickness in the common carotid artery. Arteriosclerosis and Thrombosis: A Journal of Vascular Biology, 12(1), 70-77. doi:10.1161/01.atv.12.1.70

Wendelhag, I., Wiklund, O., & Wikstrand, J. (1996). On Quantifying Plaque Size and Intima-Media Thickness in Carotid and Femoral Arteries. Arteriosclerosis, Thrombosis, and Vascular Biology, 16(7), 843-850. doi:10.1161/01.atv.16.7.843

Chenyang Xu, & Prince, J. L. (1998). Snakes, shapes, and gradient vector flow. IEEE Transactions on Image Processing, 7(3), 359-369. doi:10.1109/83.661186

[-]

recommendations

 

Este ítem aparece en la(s) siguiente(s) colección(ones)

Mostrar el registro completo del ítem