Publications

• Data distillation in computational pathology by choosing few representants of the original variance: A use case in ovarian cancer
  Expert Systems with Applications Volume: 245
  07/01/2024 Authors: Salguero J; Prasanna P; Corredor G; Cruz-Roa A; Becerra D; Romero E
• Computational pathology identifies immune-mediated collagen disruption to predict clinical outcomes in gynecologic malignancies.
  Commun Med (Lond) Volume: 4 Page(s): 2
  01/03/2024 Authors: Aggarwal A; Khalighi S; Babu D; Li H; Azarianpour-Esfahani S; Corredor G; Fu P; Mokhtari M; Pathak T; Thayer E
• Deep computational image analysis of immune cell niches reveals treatment-specific outcome associations in lung cancer.
  NPJ Precis Oncol Volume: 7 Page(s): 52
  06/01/2023 Authors: Barrera C; Corredor G; Viswanathan VS; Ding R; Toro P; Fu P; Buzzy C; Lu C; Velu P; Zens P
• Computational pathology improves risk stratification of a multi-gene assay for early stage ER+ breast cancer.
  NPJ Breast Cancer Volume: 9 Page(s): 40
  05/17/2023 Authors: Chen Y; Li H; Janowczyk A; Toro P; Corredor G; Whitney J; Lu C; Koyuncu CF; Mokhtari M; Buzzy C
• Breast Cancer Immunohistochemical Image Generation: a Benchmark Dataset and Challenge Review
  
  05/04/2023 Authors: Zhu C; Liu S; Xu F; Yu Z; Aggarwal A; Corredor G; Madabhushi A; Qu Q; Fan H; Li F
• Breast Cancer Immunohistochemical Image Generation: a Benchmark Dataset and Challenge Review
  
  05/04/2023 Authors: Zhu C; Liu S; Xu F; Yu Z; Aggarwal A; Corredor G; Madabhushi A; Qu Q; Fan H; Li F
• Image analysis reveals differences in tumor multinucleations in Black and White patients with human papillomavirus-associated oropharyngeal squamous cell carcinoma.
  Cancer Volume: 128 Page(s): 3831 - 3842
  11/01/2022 Authors: Koyuncu CF; Nag R; Lu C; Corredor G; Viswanathan VS; Sandulache VC; Fu P; Yang K; Pan Q; Zhang Z
• Oropharyngeal cancer outcomes correlate with p16 status, multinucleation and immune infiltration.
  Mod Pathol Volume: 35 Page(s): 1045 - 1054
  08/01/2022 Authors: Wilde DC; Castro PD; Bera K; Lai S; Madabhushi A; Corredor G; Koyuncu C; Lewis JS; Lu C; Frederick MJ
• A machine learning model for separating epithelial and stromal regions in oral cavity squamous cell carcinomas using H&E-stained histology images: A multi-center, retrospective study.
  Oral Oncol Volume: 131 Page(s): 105942
  08/01/2022 Authors: Wu Y; Koyuncu CF; Toro P; Corredor G; Feng Q; Buzzy C; Old M; Teknos T; Connelly ST; Jordan RC
• The state of the art for artificial intelligence in lung digital pathology.
  J Pathol Volume: 257 Page(s): 413 - 429
  07/01/2022 Authors: Viswanathan VS; Toro P; Corredor G; Mukhopadhyay S; Madabhushi A
• Image analysis reveals molecularly distinct patterns of TILs in NSCLC associated with treatment outcome.
  NPJ Precis Oncol Volume: 6 Page(s): 33
  06/03/2022 Authors: Ding R; Prasanna P; Corredor G; Barrera C; Zens P; Lu C; Velu P; Leo P; Beig N; Li H
• Machine Learning to Predict Risk of Relapse Using Cytologic Image Markers in Patients With Acute Myeloid Leukemia Posthematopoietic Cell Transplantation.
  JCO Clin Cancer Inform Volume: 6 Page(s): e2100156
  05/01/2022 Authors: Arabyarmohammadi S; Leo P; Viswanathan VS; Janowczyk A; Corredor G; Fu P; Meyerson H; Metheny L; Madabhushi A
• An Imaging Biomarker of Tumor-Infiltrating Lymphocytes to Risk-Stratify Patients With HPV-Associated Oropharyngeal Cancer.
  J Natl Cancer Inst Volume: 114 Page(s): 609 - 617
  04/11/2022 Authors: Corredor G; Toro P; Koyuncu C; Lu C; Buzzy C; Bera K; Fu P; Mehrad M; Ely KA; Mokhtari M
• Computerized tumor multinucleation index (MuNI) is prognostic in p16+ oropharyngeal carcinoma.
  J Clin Invest Volume: 131
  04/15/2021 Authors: Koyuncu CF; Lu C; Bera K; Zhang Z; Xu J; Toro P; Corredor G; Chute D; Fu P; Thorstad WL
• Feature-driven local cell graph (FLocK): New computational pathology-based descriptors for prognosis of lung cancer and HPV status of oropharyngeal cancers.
  Med Image Anal Volume: 68 Page(s): 101903
  02/01/2021 Authors: Lu C; Koyuncu C; Corredor G; Prasanna P; Leo P; Wang X; Janowczyk A; Bera K; Lewis J; Velcheti V
• CT derived radiomic score for predicting the added benefit of adjuvant chemotherapy following surgery in stage I, II resectable non-small cell lung cancer: a retrospective multicohort study for outcome prediction.
  Lancet Digit Health Volume: 2 Page(s): e116 - e128
  03/01/2020 Authors: Vaidya P; Bera K; Gupta A; Wang X; Corredor G; Fu P; Beig N; Prasanna P; Patil PD; Velu PD
• Changes in CT Radiomic Features Associated with Lymphocyte Distribution Predict Overall Survival and Response to Immunotherapy in Non-Small Cell Lung Cancer.
  Cancer Immunol Res Volume: 8 Page(s): 108 - 119
  01/01/2020 Authors: Khorrami M; Prasanna P; Gupta A; Patil P; Velu PD; Thawani R; Corredor G; Alilou M; Bera K; Fu P
• Tele-pathology: A use case in Colombia
  Volume: 2019-April Page(s): 1417 - 1421
  04/01/2019 Authors: Alvarez C; Corredor G; Giraldo D; Romero E
• Learning basal cell carcinoma patterns by fusing pathologists' wsi navigations and graph-based centrality features
  Volume: 2019-April Page(s): 910 - 913
  04/01/2019 Authors: Corredor G; Garcia-Arteaga JD; Arias V; Romero E
• Spatial Architecture and Arrangement of Tumor-Infiltrating Lymphocytes for Predicting Likelihood of Recurrence in Early-Stage Non-Small Cell Lung Cancer.
  Clin Cancer Res Volume: 25 Page(s): 1526 - 1534
  03/01/2019 Authors: Corredor G; Wang X; Zhou Y; Lu C; Fu P; Syrigos K; Rimm DL; Yang M; Romero E; Schalper KA
• Phenotyping tumor infiltrating lymphocytes (PhenoTIL) on H&E tissue images: Predicting recurrence in lung cancer
  Volume: 10956
  01/01/2019 Authors: Barrera C; Corredor G; Wang X; Schalper KA; Rimm DL; Velcheti V; Madabhushi A; Castro ER
• An automatic segmentation of gland nuclei in gastric cancer based on local and contextual information
  Volume: 11379 Page(s): 75 - 81
  01/01/2019 Authors: Barrera C; Corredor G; Alfonso S; Mosquera A; Romero E
• A web-based telepathology framework for collaborative work of pathologists to support teaching and research in latin america
  Volume: 11379 Page(s): 105 - 112
  01/01/2019 Authors: Daz D; Corredor G; Romero E; Cruz-Roa A
• Changes in Radiomic Features Between Baseline and Two Weeks Post-Nivolumab Treatment Are Predictive of Pathologic Complete Response
  Volume: 13 Page(s): S595 - S595
  10/01/2018 Authors: Khorrami M; Prasanna P; Corredor-Prada G; Velcheti V; Madabhushi A; Bera K
• Quantitative nuclear histomorphometry predicts oncotype DX risk categories for early stage ER+ breast cancer.
  BMC Cancer Volume: 18 Page(s): 610
  05/30/2018 Authors: Whitney J; Corredor G; Janowczyk A; Ganesan S; Doyle S; Tomaszewski J; Feldman M; Gilmore H; Madabhushi A
• Feature driven local cell graph (FeDeG): Predicting overall survival in early stage lung cancer
  Volume: 11071 LNCS Page(s): 407 - 416
  01/01/2018 Authors: Lu C; Wang X; Prasanna P; Corredor G; Sedor G; Bera K; Velcheti V; Madabhushi A
• A watershed and feature-based approach for automated detection of lymphocytes on lung cancer images
  Volume: 10581
  01/01/2018 Authors: Corredor G; Wang X; Lu C; Velcheti V; Romero E; Madabhushi A
• A method to detect glands in histological gastric cancer images
  Volume: 10975
  01/01/2018 Authors: Alfonso S; Corredor G; Moncayo R; Barrera CR; Sanchez AY; Toro P; Romero E
• A visualization, navigation, and annotation system for dermatopathology training
  Volume: 10975
  01/01/2018 Authors: Toro P; Corredor G; Romero E; Arias V
• Training a cell-level classifier for detecting basal-cell carcinoma by combining human visual attention maps with low-level handcrafted features.
  J Med Imaging (Bellingham) Volume: 4 Page(s): 021105
  04/01/2017 Authors: Corredor G; Whitney J; Arias V; Madabhushi A; Romero E
• A lymphocyte spatial distribution graph-based method for automated classification of recurrence risk on lung cancer images
  Volume: 10572
  01/01/2017 Authors: Garci-Arteaga JD; Corredor G; Wang X; Velcheti V; Madabhushi A; Romero E
• Quantifying expert diagnosis variability when grading tumor-infiltrating lymphocytes
  Volume: 10572
  01/01/2017 Authors: Toro P; Corredor G; Wang X; Arias V; Velcheti V; Madabhushi A; Romero E
• Nuclei graph local features for basal cell carcinoma classification in whole slide images
  Volume: 10160
  01/01/2017 Authors: Romo-Bucheli D; Corredor G; Garcia-Arteaga JD; Arias V; Romero E
• A sparse representation of the pathologist's interaction with whole slide images to improve the assigned relevance of regions of interest
  Volume: 10572
  01/01/2017 Authors: Santiago D; Corredor G; Romero E
• A radiology image retrieval system based on user preferences
  Volume: 10160
  01/01/2017 Authors: Guzman L; Corredor G; Romero E
• Multi-channel non-invasive fetal electrocardiography detection using wavelet decomposition
  Volume: 10572
  01/01/2017 Authors: Almeida J; Ruano J; Corredor G; Romo-Bucheli D; Navarro-Vargas JR; Romero E
• Learning histopathological regions of interest by fusing bottom-up and top-down information
  Volume: 2015-December Page(s): 3200 - 3204
  12/09/2015 Authors: Corredor G; Romero E
• An adaptable navigation strategy for Virtual Microscopy from mobile platforms.
  J Biomed Inform Volume: 54 Page(s): 39 - 49
  04/01/2015 Authors: Corredor G; Romero E; Iregui M
• Registration of cardiac magnetic resonance images using SURF points and matching
  Volume: 9287
  01/01/2015 Authors: Moreno B; Atehortu A; Corredor G; Romero E
• A low dimensional entropy-based descriptor of several tissues in skin cancer histopathology samples
  Volume: 9681
  01/01/2015 Authors: lvarez P; Corredor G; Garci-Arteaga JD; Romero E
• A statistical model for characterization of histopathology images
  Volume: 9287
  01/01/2015 Authors: lvarez P; Castro G; Corredor G; Romero E
• Flexible architecture for streaming and visualization of large virtual microscopy images
  Volume: 8331 LNCS Page(s): 34 - 43
  01/01/2014 Authors: Corredor G; Iregui M; Arias V; Romero E
• Concurrent access to a virtual microscope using a web service oriented architecture
  Volume: 8922
  12/01/2013 Authors: Corredor G; Iregui M; Arias V; Romero E
• Architectural model for visualization of high definition images on mobile devices
  Page(s): 163 - 170
  10/24/2012 Authors: Corredor G; Martnez D; Romero E; Iregui M