Germán Corredor, PhD, MS

Research Program

Cancer Immunology
Email Address

german.corredor.prada@emory.edu

Biography

Germán Corredor, PhD, MS, is an assistant professor in the Walter H. Coulter Department of Biomedical Engineering at Georgia Tech and Emory University. Dr. Corredor is a member of the Cancer Immunology Research Program at Winship Cancer Institute of Emory University in Atlanta, Georgia.

Education

Dr. Corredor received his PhD in electrical engineering and MS in computer engineering from Universidad Nacional de Colombia.

Titles & Roles

Assistant Professor, Wallace H. Coulter Department of Biomedical Engineering

Georgia Institute of Technology and Emory University

Research

Dr. Corredor’s doctoral work focused on developing an end-to-end pipeline for pathology, including strategies and user interfaces for providing pathologists efficient access to visual content and extracting diagnostic and prognostic information from histopathology images of different kinds of cancer, e.g., ductal carcinoma in situ, ER+ breast cancer, non-small cell lung cancer, basal cell carcinoma, gastric adenocarcinoma, among others.

Dr. Corredor aims to develop novel imaging biomarkers for predicting diagnosis and prognosis of cancer. He has been actively working on developing novel digital pathology approaches for automatically identifying cancer-relevant diagnostic regions as well as which patients are likely to have disease recurrence and which might benefit from checkpoint inhibitors.

Publications

Title/Journal	Authors	Publication Date
AI-Informed Architectural Insights of Three-Dimensional Glandular Networks Identify Prostate Cancer Patients at a Higher Risk of Biochemical Recurrence. Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc	J Salguero-Lopez, S Medina, R Serafin, R Wang, H Abdeltawab, S Manandhar, P Mutha, R Dhamdhere, S Chow, KW Bishop, RE Daniel, N Tokuyama, T Pathak, LD True, G Corredor, E Romero, P Lal, JTC Liu, A Madabhushi	05/25/2026
Automatic Detection of Ganglion Cells as a Supporting Tool for Hirschsprung Disease Diagnosis. International journal of surgical pathology	A Siabatto-Cleves, P Toro, N Olaya, K Maldonado-Cañón, E Quintero, F Fierro, G Corredor	05/05/2026
Computationally Derived Spatial Immune Signature Identifies Trastuzumab Responders in HER2+ Breast Cancer: NSABP B41 Clinical Trial Validation. Clinical cancer research : an official journal of the American Association for Cancer Research	S Bharadwaj, G Corredor, H Al-Shakhshir, S Medina, SN Almahfouz, R Dhamdhere, T Pathak, P Fu, Y Liu, S Gandhi, S Badve, A Madabhushi	03/31/2026
Computational pathology features of immune architecture predict clinically relevant outcomes in small-cell lung cancer (SCLC). NPJ precision oncology	C Barrera, P Jain, G Corredor, T Dam, H Maurya, T Pathak, B Beshai, S Perimbeti, J Jagirdar, K Higgins, A Dowlati, A Madabhushi	03/17/2026
Hepatocellular adenomas with high-risk molecular alterations undetected by "high-risk" β-catenin and/or glutamine synthetase staining patterns. American journal of clinical pathology	HL Gosnell, DE Roberts, X Zhang, EM Azzato, MA Jacubowski, P Toro, G Corredor, YW Cheng, J Dermawan, J Calderaro, RP Graham, S Kakar, DS Allende	12/01/2025
AI-informed computational pathology classifier predicts outcomes across treatment modalities in muscle-invasive urothelial carcinoma. Cancer letters	K Hammouda, N Tokuyama, G Corredor, T Pathak, R Dakarapu, E Genega, OY Mian, PG Pavicic, CM Diaz-Montero, T Mirtti, X Farré, S Gupta, A Madabhushi	12/01/2025
Pancancer outcome prediction via a unified weakly supervised deep learning model. Signal transduction and targeted therapy	W Yuan, Y Chen, B Zhu, S Yang, J Zhang, N Mao, J Xiang, Y Li, Y Ji, X Luo, K Zhang, X Xing, S Kang, D Xiao, F Wang, J Wu, H Zhang, H Tang, H Maurya, G Corredor, C Barrera, Y Zhou, K Pandav, J Zhao, P Jain, L Delasos, J Huang, K Yang, TN Teknos, J Lewis, S Koyfman, NA Pennell, KH Yu, X Han, J Zhang, X Wang, A Madabhushi	09/03/2025
Collagen disorder architecture features are associated with clinical, molecular, genetic factors and survival outcomes in colon cancer. NPJ precision oncology	R Nag, C Chen, H Mejbel, H Li, A Aqeel, P Fu, G Corredor, S Khalighi, T Pathak, M Mokhtari, MD Reid, AM Krasinskas, K Pandav, JE Willis, A Madabhushi	08/28/2025
Pathogenomic fingerprinting to identify associations between tumor morphology and epigenetic states. European journal of cancer (Oxford, England : 1990)	S Monabbati, G Corredor, T Pathak, C Peacock, K Yang, S Koyfman, P Scacheri, J Lewis, A Madabhushi, SE Viswanath, B Gryder	05/15/2025
Artificial intelligence-based virtual staining platform for identifying tumor-associated macrophages from hematoxylin and eosin-stained images. European journal of cancer (Oxford, England : 1990)	A Aggarwal, M Jana, A Singh, T Dam, H Maurya, T Pathak, S Orsulic, K Yang, D Chute, JA Bishop, F Faraji, WM Thorstad, S Koyfman, S Steward, Q Shi, V Sandulache, NF Saba, JS Lewis, G Corredor, A Madabhushi	05/02/2025
Artificial intelligence in digital pathology - time for a reality check. Nature reviews. Clinical oncology	A Aggarwal, S Bharadwaj, G Corredor, T Pathak, S Badve, A Madabhushi	04/01/2025
Image analysis Uncovers associations between immune landscape, collagen structure, and neoadjuvant chemotherapy in high-grade serous ovarian carcinomas. Heliyon	A Aggarwal, G Corredor, P Fu, T Pathak, T Mirtti, S Modesitt, TR Soong, A Madabhushi	07/15/2024
An integrated radiology-pathology machine learning classifier for outcome prediction following radical prostatectomy: Preliminary findings. Heliyon	A Hiremath, G Corredor, L Li, P Leo, C Magi-Galluzzi, R Elliott, A Purysko, R Shiradkar, A Madabhushi	04/30/2024
Image-based multiplex immune profiling of cancer tissues: translational implications. A report of the International Immuno-oncology Biomarker Working Group on Breast Cancer. The Journal of pathology	CA Jahangir, DB Page, G Broeckx, CA Gonzalez, C Burke, C Murphy, JS Reis-Filho, A Ly, PW Harms, RR Gupta, M Vieth, AI Hida, M Kahila, Z Kos, PJ van Diest, S Verbandt, J Thagaard, R Khiroya, K Abduljabbar, G Acosta Haab, B Acs, S Adams, JS Almeida, I Alvarado-Cabrero, F Azmoudeh-Ardalan, S Badve, NB Baharun, ER Bellolio, V Bheemaraju, KR Blenman, L Botinelly Mendonça Fujimoto, O Burgues, A Chardas, MCU Cheang, F Ciompi, LA Cooper, A Coosemans, G Corredor, FL Dantas Portela, F Deman, S Demaria, SN Dudgeon, M Elghazawy, C Fernandez-Martín, S Fineberg, SB Fox, JM Giltnane, S Gnjatic, PI Gonzalez-Ericsson, A Grigoriadis, N Halama, MG Hanna, A Harbhajanka, SN Hart, J Hartman, S Hewitt, HM Horlings, Z Husain, S Irshad, EA Janssen, TR Kataoka, K Kawaguchi, AI Khramtsov, U Kiraz, P Kirtani, LL Kodach, K Korski, G Akturk, E Scott, A Kovács, AV Laenkholm, C Lang-Schwarz, D Larsimont, JK Lennerz, M Lerousseau, X Li, A Madabhushi, SK Maley, V Manur Narasimhamurthy, DK Marks, ES McDonald, R Mehrotra, S Michiels, D Kharidehal, FUAA Minhas, S Mittal, DA Moore, S Mushtaq, H Nighat, T Papathomas, F Penault-Llorca, RD Perera, CJ Pinard, JC Pinto-Cardenas, G Pruneri, L Pusztai, NM Rajpoot, BL Rapoport, TT Rau, JM Ribeiro, D Rimm, A Vincent-Salomon, J Saltz, S Sayed, E Hytopoulos, S Mahon, KP Siziopikou, C Sotiriou, A Stenzinger, MA Sughayer, D Sur, F Symmans, S Tanaka, T Taxter, S Tejpar, J Teuwen, EA Thompson, T Tramm, WT Tran, J van der Laak, GE Verghese, G Viale, N Wahab, T Walter, Y Waumans, HY Wen, W Yang, Y Yuan, J Bartlett, S Loibl, C Denkert, P Savas, S Loi, E Specht Stovgaard, R Salgado, WM Gallagher, A Rahman	03/01/2024
Computational pathology identifies immune-mediated collagen disruption to predict clinical outcomes in gynecologic malignancies. Communications medicine	A Aggarwal, S Khalighi, D Babu, H Li, S Azarianpour-Esfahani, G Corredor, P Fu, M Mokhtari, T Pathak, E Thayer, S Modesitt, H Mahdi, S Avril, A Madabhushi	01/03/2024
A Review of AI-Based Radiomics and Computational Pathology Approaches in Triple-Negative Breast Cancer: Current Applications and Perspectives. Clinical breast cancer	G Corredor, S Bharadwaj, T Pathak, VS Viswanathan, P Toro, A Madabhushi	12/01/2023
Recurrent Oropharyngeal Squamous Cell Carcinomas Maintain Anti-tumor Immunity and Multinucleation Levels Following Completion of Radiation. Head and neck pathology	P Castro, G Corredor, C Koyuncu, LA Nordstrom, M Tiji, T Leavitt, JS Lewis, A Madabhushi, MJ Frederick, VC Sandulache	12/01/2023
Recurrent oropharyngeal squamous cell carcinomas maintain anti-tumor immunity and multinucleation levels following completion of radiation. Research square	P Castro, G Corredor, C Koyuncu, LA Nordstrom, M Tiji, T Leavitt, JS Lewis, A Madabhushi, MJ Frederick, VC Sandulache	08/21/2023
Machine learning driven index of tumor multinucleation correlates with survival and suppressed anti-tumor immunity in head and neck squamous cell carcinoma patients. Oral oncology	CF Koyuncu, MJ Frederick, LDR Thompson, G Corredor, S Khalighi, Z Zhang, B Song, C Lu, R Nag, V Sankar Viswanathan, M Gilkey, K Yang, SA Koyfman, DJ Chute, P Castro, JS Lewis, A Madabhushi, VC Sandulache	08/01/2023
Pitfalls in machine learning-based assessment of tumor-infiltrating lymphocytes in breast cancer: A report of the International Immuno-Oncology Biomarker Working Group on Breast Cancer. The Journal of pathology	J Thagaard, G Broeckx, DB Page, CA Jahangir, S Verbandt, Z Kos, R Gupta, R Khiroya, K Abduljabbar, G Acosta Haab, B Acs, G Akturk, JS Almeida, I Alvarado-Cabrero, M Amgad, F Azmoudeh-Ardalan, S Badve, NB Baharun, E Balslev, ER Bellolio, V Bheemaraju, KR Blenman, L Botinelly Mendonça Fujimoto, N Bouchmaa, O Burgues, A Chardas, M Chon U Cheang, F Ciompi, LA Cooper, A Coosemans, G Corredor, AB Dahl, FL Dantas Portela, F Deman, S Demaria, J Doré Hansen, SN Dudgeon, T Ebstrup, M Elghazawy, C Fernandez-Martín, SB Fox, WM Gallagher, JM Giltnane, S Gnjatic, PI Gonzalez-Ericsson, A Grigoriadis, N Halama, MG Hanna, A Harbhajanka, SN Hart, J Hartman, S Hauberg, S Hewitt, AI Hida, HM Horlings, Z Husain, E Hytopoulos, S Irshad, EA Janssen, M Kahila, TR Kataoka, K Kawaguchi, D Kharidehal, AI Khramtsov, U Kiraz, P Kirtani, LL Kodach, K Korski, A Kovács, AV Laenkholm, C Lang-Schwarz, D Larsimont, JK Lennerz, M Lerousseau, X Li, A Ly, A Madabhushi, SK Maley, V Manur Narasimhamurthy, DK Marks, ES McDonald, R Mehrotra, S Michiels, FUAA Minhas, S Mittal, DA Moore, S Mushtaq, H Nighat, T Papathomas, F Penault-Llorca, RD Perera, CJ Pinard, JC Pinto-Cardenas, G Pruneri, L Pusztai, A Rahman, NM Rajpoot, BL Rapoport, TT Rau, JS Reis-Filho, JM Ribeiro, D Rimm, A Roslind, A Vincent-Salomon, M Salto-Tellez, J Saltz, S Sayed, E Scott, KP Siziopikou, C Sotiriou, A Stenzinger, MA Sughayer, D Sur, S Fineberg, F Symmans, S Tanaka, T Taxter, S Tejpar, J Teuwen, EA Thompson, T Tramm, WT Tran, J van der Laak, PJ van Diest, GE Verghese, G Viale, M Vieth, N Wahab, T Walter, Y Waumans, HY Wen, W Yang, Y Yuan, RM Zin, S Adams, J Bartlett, S Loibl, C Denkert, P Savas, S Loi, R Salgado, E Specht Stovgaard	08/01/2023
Spatial analyses of immune cell infiltration in cancer: current methods and future directions: A report of the International Immuno-Oncology Biomarker Working Group on Breast Cancer. The Journal of pathology	DB Page, G Broeckx, CA Jahangir, S Verbandt, RR Gupta, J Thagaard, R Khiroya, Z Kos, K Abduljabbar, G Acosta Haab, B Acs, G Akturk, JS Almeida, I Alvarado-Cabrero, F Azmoudeh-Ardalan, S Badve, NB Baharun, ER Bellolio, V Bheemaraju, KR Blenman, L Botinelly Mendonça Fujimoto, N Bouchmaa, O Burgues, MCU Cheang, F Ciompi, LA Cooper, A Coosemans, G Corredor, FL Dantas Portela, F Deman, S Demaria, SN Dudgeon, M Elghazawy, S Ely, C Fernandez-Martín, S Fineberg, SB Fox, WM Gallagher, JM Giltnane, S Gnjatic, PI Gonzalez-Ericsson, A Grigoriadis, N Halama, MG Hanna, A Harbhajanka, A Hardas, SN Hart, J Hartman, S Hewitt, AI Hida, HM Horlings, Z Husain, E Hytopoulos, S Irshad, EA Janssen, M Kahila, TR Kataoka, K Kawaguchi, D Kharidehal, AI Khramtsov, U Kiraz, P Kirtani, LL Kodach, K Korski, A Kovács, AV Laenkholm, C Lang-Schwarz, D Larsimont, JK Lennerz, M Lerousseau, X Li, A Ly, A Madabhushi, SK Maley, V Manur Narasimhamurthy, DK Marks, ES McDonald, R Mehrotra, S Michiels, FUAA Minhas, S Mittal, DA Moore, S Mushtaq, H Nighat, T Papathomas, F Penault-Llorca, RD Perera, CJ Pinard, JC Pinto-Cardenas, G Pruneri, L Pusztai, A Rahman, NM Rajpoot, BL Rapoport, TT Rau, JS Reis-Filho, JM Ribeiro, D Rimm, A Vincent-Salomon, M Salto-Tellez, J Saltz, S Sayed, KP Siziopikou, C Sotiriou, A Stenzinger, MA Sughayer, D Sur, F Symmans, S Tanaka, T Taxter, S Tejpar, J Teuwen, EA Thompson, T Tramm, WT Tran, J van der Laak, PJ van Diest, GE Verghese, G Viale, M Vieth, N Wahab, T Walter, Y Waumans, HY Wen, W Yang, Y Yuan, S Adams, JMS Bartlett, S Loibl, C Denkert, P Savas, S Loi, R Salgado, E Specht Stovgaard	08/01/2023
Deep computational image analysis of immune cell niches reveals treatment-specific outcome associations in lung cancer. NPJ precision oncology	C Barrera, G Corredor, VS Viswanathan, R Ding, P Toro, P Fu, C Buzzy, C Lu, P Velu, P Zens, S Berezowska, M Belete, D Balli, H Chang, V Baxi, K Syrigos, DL Rimm, V Velcheti, K Schalper, E Romero, A Madabhushi	06/01/2023
Computational pathology improves risk stratification of a multi-gene assay for early stage ER+ breast cancer. NPJ breast cancer	Y Chen, H Li, A Janowczyk, P Toro, G Corredor, J Whitney, C Lu, CF Koyuncu, M Mokhtari, C Buzzy, S Ganesan, MD Feldman, P Fu, H Corbin, A Harbhajanka, H Gilmore, LJ Goldstein, NE Davidson, S Desai, V Parmar, A Madabhushi	05/17/2023
Image analysis reveals differences in tumor multinucleations in Black and White patients with human papillomavirus-associated oropharyngeal squamous cell carcinoma. Cancer	CF Koyuncu, R Nag, C Lu, G Corredor, VS Viswanathan, VC Sandulache, P Fu, K Yang, Q Pan, Z Zhang, J Xu, DJ Chute, WL Thorstad, F Faraji, JA Bishop, M Mehrad, PD Castro, AG Sikora, LDR Thompson, RD Chernock, KA Lang Kuhs, JK Wasman, JR Luo, DJ Adelstein, SA Koyfman, JS Lewis, A Madabhushi	11/01/2022