Journals

  • K. Hameeteman, MA. Zuluaga, M. Freiman, L. Joskowicz, O. Cuisenaire, L. Flórez Valencia, M.A. Gülsün, K. Krissian, J. Mille, W.C.K. Wong, M. Orkisz, H. Tek, M. Hernández Hoyos, F. Benmansour, A.C.S. Chung, S. Rozie, M. van Gils, L. van den Borne, J. Sosna, P. Berman, N. Cohen, P.C. Douek, I. Sánchez, M. Aissat, M. Schaap, C.T. Metz, G.P. Krestin, A. van der Lugt, W.J. Niessen, T. van Walsum. Evaluation Framework for Carotid Bifurcation Lumen Segmentation and Stenosis Grading Medical Image Analysis. Accepted for publication 2011.
  • MA. Zuluaga, IE. Magnin, M. Hernández Hoyos, EJF. Delgado, F. Lozano and M. Orkisz. Automatic detection of abnormal vascular cross-sections based on Density Level Detection and Support Vector Machines International Journal of Computer Assisted Radiology and Surgery. 6(2) p.163-74, 2011.
  • O. Acosta, P. Bourgeat, MA. Zuluaga, J. Fripp, O. Salvado, S. Ourselin and the Alzheimer's Disease Neuroimaging Initiative. Automated voxel-based 3D cortical thickness measurement in a combined Lagrangian-Eulerian PDE approach using partial volume maps Medical Image Analysis. 13(5). p.730-743, 2009.

Articles in International Conference Proceedings

  • MA. Zuluaga, D. Hush, EJF. Delgado Leyton, M. Hernández Hoyos and M. Orkisz. Learning from Only Positive and Unlabeled Data to Detect Lesions in Coronary CT Images. To appear in: Medical Image Computing and Computer Assisted Interventions, MICCAI. Toronto, Canada 2011.
  • MA. Zuluaga, EJF. Delgado Leyton, M. Hernández Hoyos, and M. Orkisz. Feature selection for SVM-based vascular anomaly detection. In: MICCAI Workshop on Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, LNCS 6533. p. 141-152, Beijing 2011
  • MA. Zuluaga, EJF. Delgado Leyton, M. Hernández Hoyos, and M. Orkisz. Can the coronary artery centerline extraction in computed tomography images be improved by use of a partial volume model?. In: Int Conf Comput Vision Graphics, volume LNCS 6375, p. 385-392, Warsaw, September 2010.
  • MA. Zuluaga, M.Orkisz, EJF. Delgado, V. Doré, A. Morales, M. Hernández Hoyos Adaptations of MARACAS algorithm to the segmentation of the carotid bifurcation and stenosis quantification in CTA images. MICCAI Workshop - 3D Segmentation in the Clinic: A Grand Challenge III London 2009.
  • M. Hernández Hoyos, MA. Zuluaga, M. Lozano, JC. Prieto, PC. Douek, IE. Magnin and M.Orkisz Coronary centerline tracking in CT images with use of an elastic model and image moments. 3D Segmentation in the Clinic: a Grand Challenge II: MICCAI 2008 workshop proceedings, http://hdl.handle.net/10380/1401, 2008.
  • P. Bourgeat, O. Acosta, MA. Zuluaga, O. Salvado, S. Ourselin Improved Cortical Thickness Measurement from MR Images Using Partial Volume Estimation. In 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro ISBI'2008, Paris, May 2008.
  • MA. Zuluaga, O. Acosta Tamayo, P. Bourgeat, Hernandez Hoyos, M, O. Salvado, S. Ourselin Cortical Thickness Measurement from Magnetic Resonance Images Using Partial Volume Estimation. In Proceedings of SPIE: Medical Imaging, San Diego, USA, February 2008
  • O. Salvado, P. Bourgeat, O. Acosta, MA. Zuluaga, S. Ourselin Fuzzy classification of brain MRI using a priori knowledge: weighted fuzzy C-means. In MMBIA'07, Rio de Janeiro, October 2007. ICCV 2007.
  • I. Fernandez, MA. Navas, MA. Zuluaga, LF. Uriza, JC. Briceño, M. Hernández Hoyos Carotid stenosis disease: use of mathematical and computational analysis as a diagnostic aid In ASAIO's 53nd Annual Conference, v.53 n.2 p.52A - 52A, Chicago, USA, June 2007.
  • JA. Arias, MA. Zuluaga, LF. Uriza, SI. Mesa, Hernandez Hoyos, M. Hemodynamics of carotid stenosis: a diagnostic image characterization and computational study. In ASAIO's 52nd Annual Conference, v.52 n.2 p.57A - 57A, Chicago, USA, June 2006.
  • MA. Zuluaga, LF. Uriza, SI. Mesa, Hernandez Hoyos, M. Segmentación vascular y caracterización de placas ateroscleróticas en imágenes de tomografía computarizada. In XXXI Conferencia Latinoamericana de Informática CLEI 2005, Cali, Colombia, October 2005.

Conference Proceedings

K. Hameeteman, M. Freiman, MA. Zuluaga, L. Joskowicz, S. Rozie, MJ. Van Gils, L. Van den Borne, J. Sosna, P. Berman, N. Cohen, P. Douek, I. Sanchez, M. Aissat, A. Van der Lugt, GP. Krestin, W. Niessen, T. Van Walsum. Editorial: 3D Segmentation in the Clinic: A Grand Challenge III - Carotid Lumen Segmentation and Stenosis Grading Challenge In MICCAI Workshop - 3D Segmentation in the Clinic: A Grand Challenge III London 2009.

Conference Abstracts

  • K. Hameeteman, MA. Zuluaga, M. Freiman, A. van der Lugt, and T. van Walsum. An standardized evaluation framework for automated carotid bifurcation lumen segmentation and stenosis grading methods. In: Radiological Society of North America, 96th Annual Meeting, Chicago, USA, November 2010.
  • MA. Zuluaga, M. Orkisz, M. Hernández Hoyos, F. Lozano and IE. Magnin. Towards vascular abnormality detection: An SVM Approach. In: Proceedings of Computer Assisted Radiology And Surgery. p. S355-6, Geneve, June 2010.
  • MA. Zuluaga, M. Hernández Hoyos, M.Orkisz Evaluation of partial volume effects in computer tomography for the improvement of coronary artery segmentation. In Proceedings of Computer Assisted Radiology And Surgery. Berlin, June 2009.
  • MA. Zuluaga, E. Dávila, LF. Uriza, M. Hernández Hoyos Carotid artery segmentation and characterization in 3D computed tomography (CT) images. International Journal Of Computer Assisted Radiology And Surgery. Springer Berlin: , 2(1), p.S72 - S74, 2007.

PhD Thesis

Methods for the detection of vascular lesion detection in CT images. Jury:I. Bloch (Telecom-Paris), O. Salvado (AeHRC, ICR Centre CSIRO, Australia), J.T. Hernández (U. de los Andes), E. Romero (U. Nacional), I. Magnin (Creatis), M. Hernández Hoyos (U. de los Andes and M. Orkisz (Creatis - U. de Lyon). January 12, 2011. Lyon, France.

National Journals

  • MA. Zuluaga, M.Orkisz, EJF. Delgado, V. Doré, A. Morales, M. Hernández Hoyos. Adaptación del algoritmo MARACAS para la segmentación de la bifurcación de la arteria carótida y cuantificación de estenosis en imágenes TAC. Actas Biológicas Colombianas 15 (3), p.195-210, 2010.
  • MA. Zuluaga, M.Orkisz, M. Hernández Hoyos. Mejoramiento de la segmentación arterial coronaria a través del modelamiento del volumen parcial en imágenes TAC. Revista Colombiana de Radiología 20(3), p. 2702-2707, 2009.
  • MA. Zuluaga, SI. Mesa, LF. Uriza, M. Hernández Hoyos Segmentación vascular y caracterización de placas ateroscleróticas en imágenes de tomografía computarizada 3D. Revista Colombiana de Radiología. Medellín: , v.16, n.2, 2005.

Articles in National Conference Proceedings

  • F. Benmansour, L.D. Cohen, E.E. Dávila-Serrano, P.C. Douek, M. Orkisz, and MA. Zuluaga. New Interactive Methods for Tubular Structure Segmentation on Medical Images. In 12th ISRACAS (Israeli Symposium on Computer-Aided Surgery, Medical Robotics, and Medical Imaging), Tel-Aviv, Israel, 2009.
  • MA. Zuluaga, SI. Mesa, LF. Uriza, M. Hernández Hoyos Segmentación vascular y caracterización de placas ateroscleróticas en imágenes de tomografía computarizada 3D. In II Congreso Nacional de Bioingeniería e Ingeniería Biomédica. Bogota, 2005.
  • MA. Zuluaga, SI. Mesa, LF. Uriza, M. Hernández Hoyos Segmentación y caracterización de la arteria carótida en escanografías 3D. In XXX Congreso Colombiano de Radiología. Cartagena, 2005.

Reports

  • MA. Zuluaga, O. Acosta Tamayo, P. Bourgeat, O. Salvado and S. Ourselin Cortical Thickness Estimation From MR images: Methods and Applications to Alzheimer's Patients. Technical report No. 07/340. BioMedIA Lab. eHRC, ICT Centre, CSIRO. September 2007
  • MA. Zuluaga. Segmentación vascular y caracterización de placas ateroscleróticas en imágenes de tomografía computarizada 3D Master thesis. Universidad de los Andes. 2005.