Escudo de la República de Colombia
Juan David García Arteaga
Ph.D. , D.E.A., Ingeniero Eléctrico
1
Proyectos
14
Productos
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Software
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Trabajo como profesor auxiliar de la Facultad de Medicina, Dpto. de Imágenes Diagnósticas, en el laboratorio CIM@LAB

Mi trabajo doctoral fue supervizado por el Dr. Jan Kybic en el Center for Machine Perception en la Universidad Técnica Checa en Praga (CVUT). El tema era el registro de imágenes médicas, en particular nos interesaba el uso de las medidas de similutud de múltiples canales de información en el registro de imágenes de colposcopia.







Narváez, F., Alvarez, J., Garcia-Arteaga, J.D., Tarquino, J. & Romero, E. (2017) "Characterizing Architectural Distortion in Mammograms by Linear Saliency". Journal of Medical Systems, vol 41(26)

Atehortúa, A., Zuluaga, M.A., García, J. & Romero, E. (2016) "Automatic segmentation of right ventricle in cardiac cine MR images using a saliency analysis". Medical physics, vol 43(12), pp 6270-6281

García-Arteaga, J.D., Kybic, J. & Li, W. (2011) "Automatic Colposcopy Video Tissue Classification Using Higher Order Entropy Based Registration". Computers in Biology and Medicine, vol 41(10), pp 960-970

García-Arteaga, J., Corredor, G., Wang, X., Velcheti, V., Madabhushi, A. & Romero, E. (2017) "A lymphocyte spatial distribution graph based method for automated classification of recurrence risk on lung cancer images". Proceedings of the 13th International Symposium on Medical Information Processing and Analysis (San Andres, Colombia)

Romo-Bucheli, D., Corredor, G., García-Arteaga, J.D., Arias, V. & Romero, E. (2016) "Nuclei Graph Local Features for Basal Cell Carcinoma Classification in Whole Slide Images". Proceedings of the 12th International Symposium on Medical Information Processing and Analysis (Tandil, Argentina)

Álvarez, P., Corredor, G., García-Arteaga, J. & Romero, E. (2015) "A Low Dimensional Entropy Based Descriptor of Several Tissues in Skin Cancer Histopathology Samples". Proc. of 11th International Seminar on Medical Information Processing and Analysis (Cuenca, Ecuador)

Giraldo, D.L., García-Arteaga, J.D., Velasco, N. & Romero, E. (2015) "Finding Models to Detect Alzheimer´s Disease by Fusing Structural and Neuropsychological Information.". 11th International Seminar on Medical Image Processing and Analysis-SIPAIM

Romo, D., García-Arteaga, J.D., Arbeláez, P. & Romero, E. (2014) "A discriminant multi-scale histopathology descriptor using dictionary learning". SPIE Medical Imaging, pp 90410Q--90410Q

Giraldo, D.L., García-Arteaga, J.D. & Romero, E. (2014) "Morphometry-Based Comparison of Relevant Brain Regions for Alzheimer´s Disease Detection.". 10th International Seminar on Medical Image Processing and Analysis-SIPAIM

Giraldo, D.L., García-Arteaga, J.D. & Romero, E. (2013) "An Automatic Search of Alzheimer Patterns Using a Nonnegative Matrix Factorization.". 9th International Seminar on Medical Image Processing and Analysis-SIPAIM

Romo, D., Tarquino, J., Garcia-Arteaga, J.D. & Romero, E. (2013) " Virtual Slide Mosaicing Using Feature Descriptors and a Registration Consistency Measure". IX International Seminar on Medical Information Processing and Analysis (SIPAIM´13)

García-Arteaga, J.D. & Kybic, J. (2008) "Regional Image Similarity Criteria Based on the Kozachenko-Leonenko Entropy Estimator". CVPRW: Computer Vision and Pattern Recognition Workshops, pp 1-8

García-Arteaga, J.D. & Kybic, J. (2007) "Automatic landmark detection for cervical image registration validation". Proceedings of SPIE, vol 6514, pp 65142S

García-Arteaga, J.D., Kybic, J. & Li, W. (2006) " Elastic Image Registration for Movement Compensation in Digital Colposcopy ". Analysis of Biomedical Signals and Images - Proceedings of Biosignal 2006 , pp 236--238