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 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)
Sylvia Hernández and Germán Corredor and Marcela Iregui. (2013) "Interaction Model for Large-Image Navigation in Mobile Devices" 5th Latin American Conference on Networked and Electronic Media. (Manizales, Colombia)
Cheng Lu and Xiangxue Wang and Prateek Prasanna and Germán Corredor and Geoffrey Sedor and Kaustav Bera and Vamsidhar Velcheti and Anant Madabhushi. (2018) "Feature Driven Local Cell Graph (FeDeG): Predicting Overall Survival in Early Stage Lung Cancer" Proceedings of MICCAI 2018 (Granada, Spain)
Mohammadhadi Khorrami and Prateek Prasanna and Germán Corredor and Vamsidhar Velcheti and Anant Madabhushi and Kaustav Bera. (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)
Ruiwen Ding and Prateek Prasanna and Germán Corredor and Cheng Lu and Priya Velu and Khoi Le and Patrick Leo and Vamsidhar Velchetid and David Rimm and Kurt Schalper and Anant Madabhushi. (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)
Sepideh Azarianpour and Germán Corredor and Kaustav Bera and Patrick Leo and Nathaniel Braman and Pingfu Fu and Haider Mahdi and Anant Madabhushi. (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)
German Corredor and Cheng Lu and Paula Toro and Pingfu Fu and Wade Thorstad and Justin Bishop and Farhoud Faraji and James S. Lewis and Anant Madabhushi. (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)
Germán Corredor and Cheng Lu and Can Koyuncu and Kaustav Bera and Paula Toro and Pingfu Fu and Shlomo Koyfman and Deborah Chute and David Adelstein and Wade Thorstad and Justin Bishop and Farhoud Faraji and James Lewis and Anant Madabhushi. (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)
Can Koyuncu and Germán Corredor and Cheng Lu and Paula Toro and Kaustav Bera and Pingfu Fu and Shlomo Koyfman and Deborah Chute and David Adelstein and Wade Thorstad and Justin Bishop and Farhoud Faraji and James Lewis and Anant Madabhushi. (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)
Sepideh Azarianpour and Germán Corredor and Kaustav Bera and PingFu Fu and Amy Joehlin-Price and Haider Mahdi and Anant Madabhushi. (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)
Prantesh Jain and Cristian Barrera and A Osme and Paula Toro and S Chahar and Kate Butler and Mohammadhadi Khorrami and Pingfu Fu and Germán Corredor and Kaustav Bera and A Dowlati and Anant Madabhushi. (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)
Toro, P and Corredor, G and Bera, K and Rasmussen, D and Stroberg, E and Barton, L and Duval, E and Gilmore, H and Mukhopadhyay, S and 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
Koyuncu, C and Corredor, G and Lu, C and Toro, P and Fu, P and Koyfman, S and Chute, DJ and Adelstein, D and Thorstad, W and Bishop, JA and Faraji, F and Lewis, JS and 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
Chen, Y and Li, H and Janowczyk, AR and Koyuncu, C and Toro, P and Corredor, G and Whitney, J and Lu, C and Ganesan, S and Feldman, MD and Fu, P and Gilmore, H and Harbhajanka, A and Sechrist, HN and Desai, S and Parmar, V and 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
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" .
Sylvia Hernández and Germán Corredor and Marcela Iregui. (2014) "Modelo de interacción para la navegación en imágenes panorámicas o de gran tamaño en Dispositivos Móviles de pantalla táctil" Scientia et Technica
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
Jon Whitney and Germán Corredor and Andrew Janowczyk and Shridar Ganesan and Scott Doyle and John Tomaszewski and Michael Feldman and Hannah Gilmore and Anant Madabhushi. (2018) "Quantitative nuclear histomorphometry predicts oncotype DX risk categories for early stage ER+ breast cancer" BMC Cancer
Mohammadhadi Khorrami and Prateek Prasanna and Amit Gupta and Pradnya Patil and Priya Velu and Rajat Thawani and Germán Corredor and Mehdi Alilou and Kaustav Bera and Pingfu Fu and Michael Feldman and Vamsidhar Velcheti and Anant Madabhushi. (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
Pranjal Vaidya and Kaustav Bera and Amit Gupta and Xiangxue Wang and Germán Corredor and Pingfu Fu and Niha Beig and Prateek Prasanna and Pradnya Patil and Priya Velu and Prabhakar Rajiah and Robert Gilkeson and Michael Feldman and Humberto Choi and . (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
Cheng Lu and Can Koyuncu and Xiangxue Wang and Prateek Prasanna and German Corredor and Patrick Leo and Andrew Janowczyk and Kaustav Bera and James Lewis and Vamsidhar Velcheti and Anant Madabhushi. (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
Can Koyuncu and Cheng Lu and Kaustav Bera and Zelin Zhang and Jun Xu and Paula Toro and Germán Corredor and Deborah Chute and Pingfu Fu and Wade Thorstad and Farhoud Faraji and Justin A. Bishop and Mitra Mehrad and Patricia Castro and Andrew G. Sikora and Lester D.R. Thompson and Rebecca D. Chernock and Krystle A.L. Kuhs, and Jingqin Luo and Vlad Sandulache and David Adelstein Shlomo Koyfman and James S. Lewis and Anant Madabhushi. (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