Publications

• Pathogenomic fingerprinting to identify associations between tumor morphology and epigenetic states.
  Eur J Cancer Volume: 221 Page(s): 115429
  05/15/2025 Authors: Monabbati S; Corredor G; Pathak T; Peacock C; Yang K; Koyfman S; Scacheri P; Lewis J; Madabhushi A; Viswanath SE
• 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
• 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
• 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
• 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
• 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
• 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