Andrea was born in Bogotá. She is a Computer Engineer, graduated in the Universidad Nacional de Colombia in 2006. She finished her M.Sc. thesis in Computer and Systems Engineering in 2008 and in the same year she started the Ph.D. in Computer and Systems Engineering at the same university. Between 2006 and 2008 she worked in the Telemedicine Centre as a Support Engineer, developing administrative and technical applications, and implementing the Telemedicine Information System SARURO. Her master thesis work was focused on 3D surface deformations, involving several topics such as differential geometry and computer graphics. Currently, she is developing her Ph.D. Thesis project, entitled "Visual Attention Models and Sparse Representations for Morphometrical Image Analysis".
Velasco, N., Rueda, A., Marta, C.S. & Romero, E. (2016) "A sparse Bayesian representation for super-resolution of cardiac MR images". Magnetic Resonance Imaging, vol 36, pp 77 - 85
Rueda, A., González, F. & Romero, E. (2014) "Extracting Salient Brain Patterns for Imaging-Based Classification of Neurodegenerative Diseases". IEEE Transactions on Medical Imaging, vol 33(6), pp 1262-1274
Rueda, A., Malpica, N. & Romero, E. (2013) "Single-image Super-Resolution of Brain MR Images using Overcomplete Dictionaries". Medical Image Analysis, vol 17(1), pp 113-132
Rueda, A., Acosta, O., Couprie, M., Bourgeat, P., Fripp, J., Dowson, N., Romero, E. & Salvado, O. (2010) "Topology-corrected segmentation and local intensity estimates for improved partial volume classification of brain cortex in MRI". Journal of Neuroscience Methods, vol 188(2), pp 305-315
Tarquino, J., Rueda, A. & Romero, E. (2014) "Shearlet-based sparse representation for super-resolution in Diffusion Weighted imaging (DWI)". Proc. of the ICIP 2014 - International Conference on Image Processing (Paris, Francia), pp 3897-3900
Tarquino, J., Rueda, A. & Romero, E. (2014) "A multiscale/sparse representation for Diffusion Weighted Imaging (DWI) super-resolution". Proc. of the ISBI 2014 - International Symposium on Biomedical Imaging (Beijing, China), pp 983-986
Pulido, A., Rueda, A. & Romero, E. (2013) "Extracting Regional Brain Patterns for Classication of Neurodegenerative Diseases". 9th International Seminar on Medical Image Processing and Analysis -SIPAIM. Ciudad de Mexico, Mexico.
Pulido, A., Rueda, A. & Romero, E. (2013) "Discovering Regional Pathological Patterns in Brain MRI". International Workshop on Pattern Recognition in NeuroImaging (PRNI)
Pulido, A., Rueda, A. & Romero, E. (2013) "Classification of Alzheimer´s disease using regional saliency maps from brain MR volumes". SPIE Medical Imaging, pp 86700R--86700R
Nelson, V., Andrea, R., Cristina, S. & Eduardo, R. (2013) "Super-resolution in cardiac MRI using a bayesian approach". SPIE Medical Imaging. Orlando USA
Gutierrez, R., Rueda, A. & Romero, E. (2013) "Learning semantic histopathological representation for basal cell carcinoma classification". SPIE Medical Imaging. (Lake Buena Vista, Florida, USA)
Pulido, A., Rueda, A. & Romero, E. (2012) "Classification of Alzheimer´s Diseasse using regional Saliency Maps from Brain MR Images". 8th International Seminar on Medical Image Processing and Analysis -SIPAIM. San Cristobal, Venezuela.
Nelson, V., Andrea, R., Cristina, S. & Eduardo, R. (2012) "Estimación por máxima verosimilitud para super-resolución en imágenes de resonancia magnética cardíaca". VIII Seminario Internacional de Procesamiento y Análisis de Información Médica SIPAIM 2012. San Cristobal Venezuela
Rueda, A., Arevalo, J., Cruz, A., Romero, E. & Gonzalez, F.A. (2012) "Bag of Features for Automatic Classification of Alzheimer´s Disease in Magnetic Resonance Images". Iberoamerican Congress on Pattern Recognition. (Buenos Aires, Argentina)
Vargas, C., Rueda, A. & Romero, E. (2012) "Image Super-Resolution of Cytology Images Using Multi-scale Patch Search and Global Statistical Measurements". 8th International Seminar on Medical Information Processing and Analysis. (San Cristobal, Venezuela)
Narvaez, F., Rueda, A. & Romero, E. (2011) "Breast masses classification using a sparse representation". Workshop in Medical Image Analysis and Description for Diagnosis Systems. (Rome, Italy)
Rueda, A. & Romero, E. (2010) "Super-Resolution of Brain MR Images based on Sparse Representations". Interdisciplinary Workshop on Sparsity and Modern Mathematical Methods for High Dimensional Data. (Brussels, Belgium)
Rueda, A., Acosta, O., Bourgeat, P., Fripp, J., Bonner, E., Dowson, N., Couprie, M., Romero, E. & Salvado, O. (2009) "Partial volume estimation of brain cortex from MRI using topology-corrected segmentation". Proceedings of IEEE International Symposium onBiomedical Imaging: From Nano to Macro. (Boston, MA, USA), pp 133-136
Rueda, A., Perea, A., Rodriguez-Perez, D. & Romero, E. (2007) "A fast mesh deformation method for neuroanatomical surface inflated representations". IEEE Pacific-Rim Symposium on Image and Video Technology. (Santiago de Chile, Chile), pp 75-86
Rueda, A., Gonzalez, F.A. & Romero, E. (2013) "Saliency-Based Characterization of Group Differences for Magnetic Resonance Disease Classification". Revista DYNA, vol 178
Tibamoso, G., Rueda, A. & Romero, E. (2010) "Segmentacion Semiautomatica del Volumen del Higado en Imagenes de Tomografia Computarizada". Acta Biologica Colombiana, vol 15(3)
Rueda, A. & Romero, E. (2007) "Morfometria de Superficies Complejas Usando Deformaciones no-Parametricas". Revista MED, vol 15(1), pp 110-121
Nelson, V., Andrea, R. & Eduardo, R. (2011) "Combinación de proyecciones no ortogonales de imágenes de RM cardíaca". VII Seminario Internacional de Procesamiento y Análisis de Imágenes Médicas SIPAIM 2011, Bucaramanga Colombia.
Rueda, A., Baquero, K. & Romero, E. (2011) "Saliency-based Characterization of Group Differences for MR Disease Classification". VII Seminario Internacional de Procesamiento y Analisis de Informacion Medica. (Bucaramanga, Colombia)
Rueda, A., Diaz, G. & Romero, E. (2010) "Learning compact dictionaries for brain MR image super-resolution". VI Seminario Internacional de Procesamiento y Analisis de Imagenes Medicas. (Bogota, Colombia)
Tibamoso, G., Rueda, A. & Romero, E. (2009) "Segmentacion Semiautomatica del Volumen del Higado en Imagenes de TAC". Quinto Seminario de Ingenieria Biomedica y Quinto Seminario Internacional de Procesamiento y Analisis de Imagenes Medicas. (Bogota, Colombia)
Rueda, A., Perea, A., Rodriguez-Perez, D. & Romero, E. (2007) "Metodo de Deformacion para Representaciones Suavizadas de Superficies Neuroanatomicas". Cuarto Seminario de Ingenieria Biomedica. (Bogota, Colombia)
Sanchez, C., Rueda, A. & Romero, E. (2007) "A Granular Prototype for Telemedicine Based on HL7 Information Model". II Congreso Colombiano de Computacion. (Bogota, Colombia)
Rueda, A. & Romero, E. (2008) "Deformaciones no Paramétricas 3D Aplicadas a la Morfometría de Estructuras Anatómicas".
Rueda, A. (2013) "Visual Attention Models and Sparse Representations for Morphometrical Image Analysis".