Alvarez-Jimenez, C., Sandino, A.A., Prasanna, P., Gupta, A., Viswanath, S.E. & Romero, E. (2020) "Identifying Cross-Scale Associations between Radiomic and Pathomic Signatures of Non-Small Cell Lung Cancer Subtypes: Preliminary Results". Cancers, vol 12(12), pp 3363-3380

Alvarez-Jimenez, C., Antunes, J.T., Talasila, N., Bera, K., Brady, J.T., Gollamudi, J., Marderstein, E., Kalady, M.F., al, e., Romero, E., Madabhushi, A. & Viswanath, S.E. (2020) "Radiomic Texture and Shape Descriptors of the Rectal Environment on Post-Chemoradiation T2-Weighted MRI are Associated with Pathologic Tumor Stage Regression in Rectal Cancers: A Retrospective, Multi-Institution Study". Cancers, vol 12(8), pp 1-20

Alvarez-Jimenez, C., Múnera, N., Zuluaga, M.A., Velasco, N.F. & Romero, E. (2019) "Autism spectrum disorder characterization in children by capturing local and regional brain changes in MRI". Medical Physics, vol 47(1), pp 119-131

Álvarez, C., Martínez, F. & Romero, E. (2017) "A multiresolution prostate representation for automatic segmentation in magnetic resonance images". Medical Physics, vol 44(4), pp 1312-1223

Antunes, J., Wei, Z., Alvarez, C., Romero, E., Ismail, M., Madabhushi, A., Tiwari, P. & Viswanath, S. (2019) "STructural Rectal Atlas Deformation (StRAD) Features for Characterizing Intra- and Peri-wall Chemoradiation Response on MRI". International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI (Shenzhen, China), vol 11767, pp 611-619

Múnera, N., Álvarez, C., Gonzalez, F. & Romero, E. (2019) "Adaptive frequency saliency model based on convolutional neural networks: a case study for prostate cancer". 15th International Symposium on Medical Information Processing and Analysis (Medellín, Colombia), vol 11330, pp 113300B

Alvarez, C., Barrera, C., Múnera, N., Viswanath, S.E. & Romero, E. (2019) "Differentiating Cancerous and Non-cancerous Prostate Tissue Using Multi-scale Texture Analysis on MRI". 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society - EMBC (Berlín, Alemania), pp 2695-2698

Sandino, A.A., Alvarez, C., Zamudio, A.M., Viswanath, S.E. & Romero, E. (2019) "Cell density features from histopathological images to differentiate non-small cell lung cancer subtypes". 15th International Symposium on Medical Information Processing and Analysis. (Medellín, Colombia), pp 1-6

Alvarez, C., Corredor, G., Giraldo, D. & Romero, E. (2019) "Tele-Pathology: A Use Case In Colombia". Proc. of the 16th International Symposium on Biomedical Imaging - ISBI 2019 (Venecia, Italia), pp 1417-1421

Munera, N., Almeida, J., Alvarez, C., Velasco, N. & Romero, E. (2018) "Autism Spectrum Disorders (ASD) Characterization in Children by Decomposing MRI Brain Regions with Zernike Moments". Sipaim–Miccai Biomedical Workshop (Granada, España), pp 42-53

Sandino, A.A., Alvarez, C. & Romero, E. (2018) "Extracting multiscale patterns for classification of non-small cell lung cancer in CT images". 14th International Symposium on Medical Information Processing and Analysis (Mazatlán, México), vol 10975, pp 1-7

Almeida, J., Velasco, N., Alvarez, C. & Romero, E. (2017) "Gaussian mixture models for detection of autism spectrum disorders (ASD) in magnetic resonance imaging". 13th International Symposium on Medical Information Processing and Analysis (San Andres Island - Colombia), vol 10572, pp 1-9

Trujillo, D., Martínez, F., Atehortúa, A., Alvarez, C. & Romero, E. (2015) "A characterization of Parkinson´s disease by describing the visual field motion during gait". 11th International Symposium on Medical Information Processing and Analysis (Cuenca-Ecuador), vol 9681, pp 1-6

Alvarez, C., Martinez, F. & Romero, E. (2014) "An automatic multi-atlas prostate segmentation in MRI using a multiscale representation and a label fusion strategy". X International Seminar on Medical Information Processing and Analysis (Cartagena, Colombia), vol 9287, pp 1-5

Alvarez, C., Martinez, F. & Romero, E. (2013) "A novel atlas-based approach for MRI prostate segmentation using multiscale points of interest". IX International Seminar on Medical Information Processing and Analysis (Mexico D.F., Mexico), vol 8922, pp 1-6

Alvarez, C. & Gonzalez, M. (2009) "Diseño de una herramienta de percepción aritificial para invidentes". Cuarto Congreso Colombiano de Computación 4CCC (Bucaramanga, Colombia)

Alvarez, C. (2015) "Automatic 3D segmentation of the prostate on magnetic resonance images for radiotherapy planning". Tesis de Maestría en Ingeniería Biomédica, pp 1-38