Escudo de la República de Colombia Escudo de la República de Colombia
Panel de Accesibilidad
Germán Corredor Prada
Doctor en Ingeniería Eléctrica
7
Proyectos
49
Productos
0
Software
Acerca de...

Germán es Ingeniero de Sistemas, Magíster en Ingeniería de Sistemas y Computación, y Doctor en Ingeniería Eléctrica de la Universidad Nacional de Colombia. Su investigación está enmarcada en el procesamiento de imágenes médicas; específicamente, en el diseño de estrategias para permitir el acceso e interacción con grandes volúmenes de datos de manera efectiva y eficiente. Sus aficiones incluyen: la programación, los videojuegos, la fotografía y viajar. Sus intereses profesionales son: Ingeniería de software, Sistemas de información médica, Desarrollo web y móvil, Desarrollo de videojuegos e Inteligencia artificial.

Koyuncu, C., Lu, C., Bera, K., Zhang, Z., Xu, J., Toro, P., Corredor, G., Chute, D., Fu, P., Thorstad, W., Faraji, F., Bishop, J.A., Mehrad, M., Castro, P., Sikora, A.G., Thompson, L.D., Chernock, R.D., Krystle A.L. Kuhs, , Luo, J., Sandulache, V., Koyfman, D.A.S., Lewis, J.S. & Madabhushi, A. (2021) "Computerized tumor multinucleation index (MuNI) is prognostic in p16+ oropharyngeal carcinoma: A multi-site validation study". Accepted for publication in Journal of Clinical Investigation, pp 0

Lu, C., Koyuncu, C., Wang, X., Prasanna, P., Corredor, G., Leo, P., Janowczyk, A., Bera, K., Lewis, J., Velcheti, V. & Madabhushi, A. (2020) "Feature-driven Local Cell Graph (FLocK): New Computational Pathology based descriptors for prognosis of lung cancer and HPV status of oropharyngeal cancers". Medical Image Analysis, vol 68, pp 101903

Vaidya, P., Bera, K., Gupta, A., Wang, X., Corredor, G., Fu, P., Beig, N., Prasanna, P., Patil, P., Velu, P., Rajiah, P., Gilkeson, R., Feldman, M., Choi, H. & , (2020) "CT derived radiomic nomogram that is prognostic of disease-free survival and predictive of the added benefit of adjuvant chemotherapy following surgery in Stage I, II resectable Non-Small Cell Lung Cancer". The Lancet Digital Health, vol 2(3), pp e116 - e128

Khorrami, M., Prasanna, P., Gupta, A., Patil, P., Velu, P., Thawani, R., Corredor, G., Alilou, M., Bera, K., Fu, P., Feldman, M., Velcheti, V. & Madabhushi, A. (2020) "Changes in CT radiomic features associated with lymphocytic patterns predict overall survival and response to immunotherapy in non-small cell lung cancer". Cancer Immunology Research, vol 8(1), pp 108-119

Corredor, G., Wang, X., Zhou, Y., Lu, C., Fu, P., Syrigos, K., Rimm, D.L., Yang, M., Romero, E., Schalper, K.A., Velcheti, V. & Madabhushi, A. (2018) "Spatial architecture and arrangement of tumor-infiltrating lymphocytes for predicting likelihood of recurrence in early-stage non-small cell lung cancer". Clinical Cancer Research

Whitney, J., Corredor, G., Janowczyk, A., Ganesan, S., Doyle, S., Tomaszewski, J., Feldman, M., Gilmore, H. & Madabhushi, A. (2018) "Quantitative nuclear histomorphometry predicts oncotype DX risk categories for early stage ER+ breast cancer". BMC Cancer, vol 18(127), pp 1-15

Corredor, G., Whitney, J., Arias, V., Madabhushi, A. & Romero, E. (2017) "Training a cell level classifier for detecting basal cell carcinoma by combining human visual attention maps with low level handcrafted features". Journal of Medical Imaging, vol 4(2)

Corredor, G., Romero, E. & Iregui, M. (2015) "An adaptable navigation strategy for Virtual Microscopy from mobile platforms". Journal of Biomedical Informatics, vol 54, pp 39-49

Chen, Y., Li, H., Janowczyk, A., Koyuncu, C., Toro, P., Corredor, G., Whitney, J., Lu, C., Ganesan, S., Feldman, M., Fu, P., Gilmore, H., Harbhajanka, A., Sechrist, H., Desai, S., Parmar, V. & Madabhushi, A. (2021) "Computerized measurements of Nuclear Morphology Features, Mitosis Rate, and Tubule Formation from H&E Images Predicts Recurrence-Free Survival in ER+ & LN- Invasive Breast Cancer: A Multi-Institutional Study". Accepted for the USCAP Annual Meeting 2021

Koyuncu, C., Corredor, G., Lu, C., Toro, P., Fu, P., Koyfman, S., Chute, D., Adelstein, D., Thorstad, W., Bishop, J., Faraji, F., Lewis, J. & Madabhushi, A. (2021) "Combination of Computerized Patterns of Tumor Multinucleation and Tumor-Infiltrating Lymphocytes on H&E Images is Prognostic for Overall and Disease-Free Survival in p16 positive Oropharyngeal Squamous Cell Carcinoma Patients". Accepted for the USCAP Annual Meeting 2021

Toro, P., Corredor, G., Bera, K., Rasmussen, D., Stroberg, E., Barton, L., Duval, E., Gilmore, H., Mukhopadhyay, S. & Madabhushi, A. (2021) "Characterizing Spatial Patterns of Immune Response in H&E Images from COVID-19 and H1N1 Autopsies Using Digital Pathology". Accepted for the USCAP Annual Meeting 2021

Jain, P., Barrera, C., Osme, A., Toro, P., Chahar, S., Butler, K., Khorrami, M., Fu, P., Corredor, G., Bera, K., Dowlati, A. & Madabhushi, A. (2020) "Computer extracted morphology features of tumor nuclei predict response to chemotherapy and prognostic of OS in small cell lung cancer". Accepted for the IASLC 2020 World Conference on Lung Cancer (Singapore)

Azarianpour, S., Corredor, G., Bera, K., Fu, P., Joehlin-Price, A., Mahdi, H. & Madabhushi, A. (2020) "Computerized features of spatial arrangement of tumor-infiltrating lymphocytes from H&E images predicts survival and response to checkpoint inhibitors in gynecologic cancers". ASCO Annual Meeting 2020 (Chicago - IL, USA)

Koyuncu, C., Corredor, G., Lu, C., Toro, P., Bera, K., Fu, P., Koyfman, S., Chute, D., Adelstein, D., Thorstad, W., Bishop, J., Faraji, F., Lewis, J. & Madabhushi, A. (2020) "Combination of tumor multinucleation and spatial arrangement of tumor-infiltrating lymphocytes to predict overall survival in oropharyngeal squamous cell carcinoma: A multisite study". ASCO Annual Meeting 2020 (Chicago - IL, USA)

Corredor, G., Lu, C., Koyuncu, C., Bera, K., Toro, P., Fu, P., Koyfman, S., Chute, D., Adelstein, D., Thorstad, W., Bishop, J., Faraji, F., Lewis, J. & Madabhushi, A. (2020) "Computerized features of spatial interplay of tumor-infiltrating lymphocytes predict disease recurrence in p16+ oropharyngeal squamous cell carcinoma: A multisite validation study". ASCO Annual Meeting 2020 (Chicago - IL, USA)

Corredor, G., Lu, C., Toro, P., Fu, P., Thorstad, W., Bishop, J., Faraji, F., Lewis, J.S. & Madabhushi, A. (2020) "The Spatial Patterns of Tumor-Infiltrating Lymphocytes (TILs) Are More Prognostic Than TIL Density in p16+ Oropharyngeal Squamous Cell Carcinoma Patients ". USCAP Annual Meeting 2020 (Los Angeles - CA, USA)

Azarianpour, S., Corredor, G., Bera, K., Leo, P., Braman, N., Fu, P., Mahdi, H. & Madabhushi, A. (2020) "Computer extracted features related to the spatial arrangement of tumor-infiltrating lymphocytes predict overall survival in epithelial ovarian cancer". SPIE Medical Imaging 2020 (Houston - TX, USA)

Ding, R., Prasanna, P., Corredor, G., Lu, C., Velu, P., Le, K., Leo, P., Velchetid, V., Rimm, D., Schalper, K. & Madabhushi, A. (2020) "Compactness measures of tumor infiltrating lymphocytes in lung adenocarcinoma are associated with overall patient survival and immune scores". SPIE Medical Imaging 2020 (Houston - TX, USA)

Corredor, G., García-Arteaga, J., Arias, V. & Romero, E. (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)

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

Khorrami, M., Prasanna, P., Corredor, G., Velcheti, V., Madabhushi, A. & Bera, K. (2018) "Changes in Radiomic Features Between Baseline and Two Weeks Post-Nivolumab Treatment Are Predictive of Pathologic Complete Response". Proc. of the IASLC 19th World Conference on Lung Cancer (Toronto, Canada)

Lu, C., Wang, X., Prasanna, P., Corredor, G., Sedor, G., Bera, K., Velcheti, V. & Madabhushi, A. (2018) "Feature Driven Local Cell Graph (FeDeG): Predicting Overall Survival in Early Stage Lung Cancer". Proceedings of MICCAI 2018 (Granada, Spain)

Barrera, C., Corredor, G., Wang, X., Schalper, K.A., Rimm, D.L., Velcheti, V., Madabhushi, A. & Romero, E. (2018) "Phenotyping Tumor Infiltrating Lymphocytes (PhenoTIL) on H&E Tissue Images: Predicting Recurrence in Lung Cancer". Proc. of SPIE Medical Imaging 2019

Toro, P., Corredor, G., Romero, E. & Arias, V. (2018) "A Visualization, Navigation, and Annotation System for Dermatopathology Training". Proc. of the 14th International Symposium on Medical Information Processing and Analysis (Mazatlán, Mexico)

Alfonso, S., Corredor, G., Moncayo, R., Toro, P. & Romero, E. (2018) "A method to detect glands in histological gastric cancer images". Proc. of the 14th International Symposium on Medical Information Processing and Analysis (Mazatlán, Mexico)

Barrera, C., Corredor, G., Alfonso, S., Mosquera, A. & Romero, E. (2018) "An automatic segmentation of gland nuclei in gastric cancer based on local and contextual information". Proc. of the SIPAIM-MICCAI Biomedical Workshop (Granada - Spain)

Corredor, G., Barrera, C., Toro, P., Moncayo, R., Gilmore, H., Madabhushi, A. & Romero, E. (2018) "Detection and grading of ductal carcinoma in situ by using structural features". Proc. of the 14th European Congress on Digital Pathology and the 5th Nordic Symposium on Digital Pathology (Helsinki - Finland)

Toro, P., Corredor, G., Romero, E. & Arias, V. (2018) "Web application for pathology training using a low cost platform and annotated whole slide images". Proc. of the 14th European Congress on Digital Pathology and the 5th Nordic Symposium on Digital Pathology (Helsinki - Finland)

Corredor, G., Wang, X., Lu, C., Romero, E. & Madabhushi, A. (2018) "A Watershed and Feature based approach for automated detection of lymphocytes on lung cancer images". Proc. of SPIE Medical Imaging 2018 (Houston, TX - USA)

Toro, P., Corredor, G., Romero, E. & Arias, V. (2017) "Presentation of an annotated whole-Slide image database of Dermatopathology for Postgraduate Training in Pathology and Dermatology". Proc. of the 5th Digital Pathology Congress (London - UK)

Santiago, D., Corredor, G. & Romero, E. (2017) "A sparse representation of the pathologist´s interaction with whole slide images to improve the assigned relevance of regions of interest". Proceedings of the 13th International Symposium on Medical Information Processing and Analysis (San Andres, Colombia)

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)

Toro, P., Corredor, G., Wang, X., Arias, V., Velcheti, V., Madabhushi, A. & Romero, E. (2017) "Quantifying expert diagnosis variability when grading tumor-Infiltrating lymphocytes". Proceedings of the 13th International Symposium on Medical Information Processing and Analysis (San Andres, Colombia)

Wang, X., Corredor, G., Romero, E., Janowczyk, A., Zhou, Y., Yang, M., Velcheti, V. & Madabhushi, A. (2017) "Computerized Density Estimation of Tumor-Infiltrating Lymphocyte in H&E TMAs Predicts Recurrence in Early Stage Non-Small Cell Lung Cancer". Proceedings of the USCAP 106th annual meeting (San Antonio, TX - USA)

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)

Guzmán, L., Corredor, G. & Romero, E. (2016) "A Radiology Image Retrieval System based on User Preferences". 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)

Corredor, G. & Romero, E. (2015) "Learning Histopathological Regions of Interest by fusing bottom-up and top-down information". Proceedings of the International Conference on Image Processing 2015 (Quebec city, Canada)

Moreno, B., Atehortúa, A., Corredor, G. & Romero, E. (2014) "Registration of cardiac magnetic resonance images using SURF points and matching". Proc. of X International Seminar on Medical Information Processing and Analysis (Cartagena, Colombia)

Álvarez, P., Castro, G., Corredor, G. & Romero, E. (2014) "A statistical model for characterization of histopathology images ". Proc. of X International Seminar on Medical Information Processing and Analysis (Cartagena, Colombia)

Hernández, S., Corredor, G. & Iregui, M. (2013) "Interaction Model for Large-Image Navigation in Mobile Devices". 5th Latin American Conference on Networked and Electronic Media. (Manizales, Colombia)

Corredor, G., Iregui, M., Arias, V. & Romero, E. (2013) "Concurrent access to a virtual microscope using a web service oriented architecture". Proc. of IX International Seminar on Medical Information Processing and Analysis (Mexico City, Mexico)

Corredor, G., Iregui, M., Arias, V. & Romero, E. (2013) "Flexible architecture for streaming and visualization of large virtual microscopy images". Proc. of the MICCAI - Workshop on Medical Computer Vision 2013 (Nagoya, Japan)

Martínez, D., Corredor, G., Iregui, M. & Romero, E. (2012) "Microscopia virtual: caso de estudio desde dispositivos móviles". 8th International Seminar on Medical Information Processing and Analysis (San Cristobal, Venezuela)

Martínez, D., Corredor, G., Iregui, M. & Romero, E. (2012) "An Oriented Service Multilayer Architecture for Virtual Microscopy in Mobile Devices". 11th European Congress on Telepathology and 5th International Congress on Virtual Microscopy (Venice, Italy)

Corredor, G., Martínez, D., Romero, E. & Iregui, M. (2012) "Architectural model for visualization of high definition images on mobile devices". 9th International Conference on Signal Processing and Multimedia Applications (Rome, Italy)

Hernández, S., Corredor, G. & Iregui, M. (2014) "Modelo de interacción para la navegación en imágenes panorámicas o de gran tamaño en Dispositivos Móviles de pantalla táctil". Scientia et Technica, vol 19(3), pp 290-298

Corredor, G., Iregui, M. & Romero, E. (2012) "Arquitectura Orientada a Servicios para la distribución y presentación eficiente de imágenes de alta definición en dispositivos móviles".

Corredor, G. (2018) "Efficient interaction with large medical imaging databases". .