Germán received his bachelor’s, M.Sc. degree in Computer Engineering, and Ph.D. degree in Electrical Engineering from Universidad Nacional de Colombia in 2010, 2012, and 2019, respectively. His research is related to the medical image processing field; specifically, designing strategies to allow users to access and interact with large quantities of data effectively and efficiently. He loves programming, videogames, photography, and traveling. His professional interests are: Software engineering, Medical Information Systems, Web and Mobile development, Development of videogames, and Artificial Intelligence.
- Xontinuous Maternal-Fetal Telemonitoring Medical Device
- Adaptable Interaction with Virtual Microscopical Slides from Mobile Devices
- Virtual Microscopy system for the analysis and annotation of histology images.
- Extracting regions of pathological interest from histology images
- Statistical Shape Descriptor and Classification in Histological Images
- Interaction Model for Large Radiologic Image Collections
- Quantification of Glands in gastric cancer
Germán Corredor and Eduardo Romero and Marcela Iregui. (2015) "An adaptable navigation strategy for Virtual Microscopy from mobile platforms" Journal of Biomedical Informatics
Germán Corredor and Jon Whitney and Viviana Arias and Anant Madabhushi and Eduardo Romero. (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
Germán Corredor and Xiangxue Wang and Yu Zhou and Cheng Lu and Pingfu Fu and Konstantinos Syrigos and David L. Rimm and Michael Yang and Eduardo Romero and Kurt A. Schalper and Vamsidhar Velcheti and Anant Madabhushi. (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
Salguero, J., Prasanna, P., Corredor, G., Cruz-Roa, A., Becerra, D., & Romero, E. (2024) "Data distillation in computational pathology by choosing few representants of the original variance: A use case in ovarian cancer." Expert Systems with Applications, 245, 123028.
Martínez, L., Corredor, G., Iregui, M., & Romero, E. (2013) "An oriented service multilayer architecture for virtual microscopy in mobile devices" Diagnostic Pathology, 8(Suppl 1), S31.
Barrera, C., Corredor, G., Viswanathan, V. S., Ding, R., Toro, P., Fu, P.,Madabhushi, A. & Romero, E.. (2023) "Deep computational image analysis of immune cell niches reveals treatment-specific outcome associations in lung cancer." NPJ precision oncology, 7(1), 52
Germán Corredor and Marcela Iregui and Viviana Arias and Eduardo Romero. (2013) "Flexible architecture for streaming and visualization of large virtual microscopy images" Proc. of the MICCAI - Workshop on Medical Computer Vision 2013 (Nagoya, Japan)
G. Corredor and D. Martínez and E. Romero and M. Iregui . (2012) "Architectural model for visualization of high definition images on mobile devices" 9th International Conference on Signal Processing and Multimedia Applications (Rome, Italy)
D. Martínez and G. Corredor and M. Iregui and E. Romero. (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)
D. Martínez and G. Corredor and M. Iregui and E. Romero. (2012) "Microscopia virtual: caso de estudio desde dispositivos móviles" 8th International Seminar on Medical Information Processing and Analysis (San Cristobal, Venezuela)
Germán Corredor and Marcela Iregui and Viviana Arias and Eduardo Romero. (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)
Pablo Álvarez and Guatizalema Castro and Germán Corredor and Eduardo Romero. (2014) "A statistical model for characterization of histopathology images " Proc. of X International Seminar on Medical Information Processing and Analysis (Cartagena, Colombia)
Braian Moreno and Angélica Atehortúa and Germán Corredor and Eduardo Romero. (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)
Germán Corredor and Eduardo Romero. (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)
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)
Lina Guzmán and Germán Corredor and Eduardo Romero. (2016) "A Radiology Image Retrieval System based on User Preferences" Proceedings of the 12th International Symposium on Medical Information Processing and Analysis (Tandil, Argentina)
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)
Xiangxue Wang and Germán Corredor and Eduardo Romero and Andrew Janowczyk and Yu Zhou and Michael Yang and Vamsidhar Velcheti and Anant Madabhushi. (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)
Germán Corredor and Xiangxue Wang and Cheng Lu and Eduardo Romero and Anant Madabhushi. (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)
Paula Toro and Germán Corredor and Xiangxue Wang and Viviana Arias and Vamsidhar Velcheti and Anant Madabhushi and Eduardo Romero. (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)
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)
Daniel Santiago and Germán Corredor and Eduardo Romero. (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)
Paula Toro and Germán Corredor and Eduardo Romero and Viviana Arias. (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)
Paula Toro and Germán Corredor and Eduardo Romero and Viviana Arias. (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)
Germán Corredor and Cristian Barrera and Paula Toro and Ricardo Moncayo and Hannah Gilmore and Anant Madabhushi and Eduardo Romero. (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)
Cristian Barrera and Germán Corredor and Sunny Alfonso and Andrés Mosquera and Eduardo Romero. (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)
Sunny Alfonso and Germán Corredor and Ricardo Moncayo and Paula Toro and Eduardo Romero. (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)
Paula Toro and Germán Corredor and Eduardo Romero and Viviana Arias. (2018) "A Visualization, Navigation, and Annotation System for Dermatopathology Training" Proc. of the 14th International Symposium on Medical Information Processing and Analysis (Mazatlán, Mexico)
Cristian Barrera and Germán Corredor and Xiagxue Wang and Kurt A. Schalper and David L. Rimm and Vamsidhar Velcheti and Anant Madabhushi and Eduardo Romero. (2018) "Phenotyping Tumor Infiltrating Lymphocytes (PhenoTIL) on H&E Tissue Images: Predicting Recurrence in Lung Cancer" Proc. of SPIE Medical Imaging 2019
Charlems Alvarez and Germán Corredor and Diana Giraldo and Eduardo Romero. (2019) "Tele-Pathology: A Use Case In Colombia" Proc. of the 16th International Symposium on Biomedical Imaging - ISBI 2019 (Venecia, Italia)
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)
Álvarez, P., Corredor, G., García-Arteaga, J. D., & Romero, E. (2015) "A low dimensional entropy-based descriptor of several tissues in skin cancer histopathology samples" In 11th International Symposium on Medical Information Processing and Analysis (Vol. 9681, p. 968102). SPIE.
Corredor, G., García-Arteaga, J. D., Arias, V., & Romero, E. (2019) "Learning basal cell carcinoma patterns by fusing pathologists’ wsi navigations and graph-based centrality features" In 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) (pp. 910-913). IEEE.
Corredor, G., Wang, X., Lu, C., Velcheti, V., Romero, E., & Madabhushi, A.. (2018) "A watershed and feature-based approach for automated detection of lymphocytes on lung cancer images" In Medical Imaging 2018: Digital Pathology (Vol. 10581, pp. 213-218). SPIE.
Germán Corredor and Marcela Iregui and Eduardo Romero. (2012) "Arquitectura Orientada a Servicios para la distribución y presentación eficiente de imágenes de alta definición en dispositivos móviles"
Germán Corredor. (2018) "Efficient interaction with large medical imaging databases" .