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I am currently a teacher at the School of Medicine and a researher at CIM@LAB, both in the Universidad Nacional de Colombia, Bogotá Campus.<br><br> My PhD was supervised by Dr. Jan Kybic of the Center for Machine perception in Prague and revolved around medical image registration. We were interested in the use of multichannel image information similarity measures based on the Kozachenko-Leonenko entropy estimator and their applications to colposcopy image registration. <br> <br> My dissertation was succesfully submitted on August 2012 and defended on May 16 2013. It is available from the CMP ftp server (pdf). <br><br> The code I wrote for image registration is available as a single tar file under the conditions specified by the GNU General Public License as published by the Free Software Foundation. Appendix A of my thesis gives a comprehensive description of how to install and run the programs.<br><br>
Angélica Atehortúa and María A. Zuluaga and Juan García and Eduardo Romero. (2016) "Automatic segmentation of right ventricle in cardiac cine MR images using a saliency analysis" Medical physics
Fabián Narváez and Jorge Alvarez and Juan D. Garcia-Arteaga and Jonathan Tarquino and Eduardo Romero. (2017) "Characterizing Architectural Distortion in Mammograms by Linear Saliency" Journal of Medical Systems
Fabian Narváez and Jorge Alvarez and Juan David Garcia-Arteaga and Jonathan Tarquino and Eduardo Romero. (2017) "Characterizing Architectural Distortion in Mammograms by Linear Saliency" Journal of medical systems
García-Arteaga, Juan David and Kybic, Jan and Li, Wenjing. (2011) "Automatic Colposcopy Video Tissue Classification Using Higher Order Entropy Based Registration" Computers in Biology and Medicine
Diana L. Giraldo and Juan D. García-Arteaga and Eduardo Romero. (2013) "An Automatic Search of Alzheimer Patterns Using a Nonnegative Matrix Factorization." 9th International Seminar on Medical Image Processing and Analysis-SIPAIM
David Romo and Jonathan Tarquino and Juan D. Garcia-Arteaga and Eduardo Romero. (2013) "Virtual Slide Mosaicing Using Feature Descriptors and a Registration Consistency Measure" IX International Seminar on Medical Information Processing and Analysis (Ciudad de México, México)
Romo, David and García-Arteaga, Juan D and Arbeláez, Pablo and Romero, Eduardo. (2014) "A discriminant multi-scale histopathology descriptor using dictionary learning" SPIE Medical Imaging
Pablo Álvarez and Germán Corredor and Juan García-Arteaga and Eduardo Romero. (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)
Diana L. Giraldo and Juan D. García-Arteaga and Eduardo Romero. (2014) "Morphometry-Based Comparison of Relevant Brain Regions for Alzheimer´s Disease Detection." 10th International Seminar on Medical Image Processing and Analysis-SIPAIM
Diana L. Giraldo and Juan D. García-Arteaga and Nelson Velasco and Eduardo Romero. (2015) "Finding Models to Detect Alzheimer´s Disease by Fusing Structural and Neuropsychological Information." 11th International Seminar on Medical Image Processing and Analysis-SIPAIM
David Romo-Bucheli and Germán Corredor and Juan D. García-Arteaga and Viviana Arias and Eduardo Romero. (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)
Juan García-Arteaga and Germán Corredor and Xiangxue Wang and Vamsidhar Velcheti and Anant Madabhushi and Eduardo Romero. (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)
Gustavo Pineda and Marcela Iregui and Juan David García and Eduardo Romero and Angélica Atehortúa. (2017) "Quantifying stimulus-response rehabilitation protocols by auditory feedback in Parkinson´s disease gait pattern" 13th International Symposium on Medical Information Processing and Analysis (San Andrés- Colombia)
Germán Corredor and Juan García-Arteaga and Viviana Arias and Eduardo Romero. (2019) "Learning Basal Cell Carcinoma Patterns by Fusing Pathologists’ WSI Navigations and Graph-Based Centrality Features" Proc. of the 16th International Symposium on Biomedical Imaging (ISBI 2019)
Juan David García-Arteaga and Jan Kybic. (2008) "Regional Image Similarity Criteria Based on the Kozachenko-Leonenko Entropy Estimator" CVPRW: Computer Vision and Pattern Recognition Workshops
Juan D. García-Arteaga and Jan Kybic and Wenjing Li. (2006) " Elastic Image Registration for Movement Compensation in Digital Colposcopy " Analysis of Biomedical Signals and Images - Proceedings of Biosignal 2006
Juan D. García-Arteaga and Jan Kybic. (2007) "Automatic landmark detection for cervical image registration validation" Proceedings of SPIE