| Changes in CT radiomic features associated with lymphocyte distribution predict overall survival and response to immunotherapy in non–small cell lung cancer M Khorrami, P Prasanna, A Gupta, P Patil, PD Velu, R Thawani, ... Cancer immunology research 8 (1), 108-119, 2020 | 223 | 2020 |
| Spatial architecture and arrangement of tumor-infiltrating lymphocytes for predicting likelihood of recurrence in early-stage non–small cell lung cancer G Corredor, X Wang, Y Zhou, C Lu, P Fu, K Syrigos, DL Rimm, M Yang, ... Clinical cancer research 25 (5), 1526-1534, 2019 | 215 | 2019 |
| 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 … P Vaidya, K Bera, A Gupta, X Wang, G Corredor, P Fu, N Beig, ... The Lancet Digital Health 2 (3), e116-e128, 2020 | 107 | 2020 |
| Quantitative nuclear histomorphometry predicts oncotype DX risk categories for early stage ER+ breast cancer J Whitney, G Corredor, A Janowczyk, S Ganesan, S Doyle, ... BMC cancer 18, 1-15, 2018 | 91 | 2018 |
| Role of tumor infiltrating lymphocytes and spatial immune heterogeneity in sensitivity to PD-1 axis blockers in non-small cell lung cancer ML de Rodas, V Nagineni, A Ravi, IJ Datar, M Mino-Kenudson, ... Journal for immunotherapy of cancer 10 (6), 2022 | 62 | 2022 |
| Feature-driven local cell graph (FLocK): new computational pathology-based descriptors for prognosis of lung cancer and HPV status of oropharyngeal cancers C Lu, C Koyuncu, G Corredor, P Prasanna, P Leo, XX Wang, ... Medical image analysis 68, 101903, 2021 | 44 | 2021 |
| The state of the art for artificial intelligence in lung digital pathology VS Viswanathan, P Toro, G Corredor, S Mukhopadhyay, A Madabhushi The Journal of pathology 257 (4), 413-429, 2022 | 35 | 2022 |
| A watershed and feature-based approach for automated detection of lymphocytes on lung cancer images G Corredor, X Wang, C Lu, V Velcheti, E Romero, A Madabhushi Medical Imaging 2018: Digital Pathology 10581, 213-218, 2018 | 27 | 2018 |
| Image analysis reveals molecularly distinct patterns of TILs in NSCLC associated with treatment outcome R Ding, P Prasanna, G Corredor, C Barrera, P Zens, C Lu, P Velu, P Leo, ... NPJ precision oncology 6 (1), 33, 2022 | 26 | 2022 |
| Computerized tumor multinucleation index (MuNI) is prognostic in p16+ oropharyngeal carcinoma CF Koyuncu, C Lu, K Bera, Z Zhang, J Xu, P Toro, G Corredor, D Chute, ... The Journal of clinical investigation 131 (8), 2021 | 25 | 2021 |
| An imaging biomarker of tumor-infiltrating lymphocytes to risk-stratify patients with HPV-associated oropharyngeal cancer G Corredor, P Toro, C Koyuncu, C Lu, C Buzzy, K Bera, P Fu, M Mehrad, ... JNCI: Journal of the National Cancer Institute 114 (4), 609-617, 2022 | 23 | 2022 |
| Feature driven local cell graph (FeDeG): predicting overall survival in early stage lung cancer C Lu, X Wang, P Prasanna, G Corredor, G Sedor, K Bera, V Velcheti, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 22 | 2018 |
| An adaptable navigation strategy for Virtual Microscopy from mobile platforms G Corredor, E Romero, M Iregui Journal of biomedical informatics 54, 39-49, 2015 | 21 | 2015 |
| Oropharyngeal cancer outcomes correlate with p16 status, multinucleation and immune infiltration DC Wilde, PD Castro, K Bera, S Lai, A Madabhushi, G Corredor, ... Modern Pathology 35 (8), 1045-1054, 2022 | 15 | 2022 |
| Computational image features of immune architecture is associated with clinical benefit and survival in gynecological cancers across treatment modalities S Azarianpour, G Corredor, K Bera, P Leo, P Fu, P Toro, A Joehlin-Price, ... Journal for ImmunoTherapy of Cancer 10 (2), 2022 | 11 | 2022 |
| Training a cell-level classifier for detecting basal-cell carcinoma by combining human visual attention maps with low-level handcrafted features G Corredor, J Whitney, V Arias, A Madabhushi, E Romero Journal of Medical Imaging 4 (2), 021105-021105, 2017 | 11 | 2017 |
| Pitfalls in machine learning‐based assessment of tumor‐infiltrating lymphocytes in breast cancer: A report of the International Immuno‐Oncology Biomarker Working Group on … J Thagaard, G Broeckx, DB Page, CA Jahangir, S Verbandt, Z Kos, ... The Journal of pathology 260 (5), 498-513, 2023 | 10 | 2023 |
| Image analysis reveals differences in tumor multinucleations in Black and White patients with human papillomavirus‐associated oropharyngeal squamous cell carcinoma CF Koyuncu, R Nag, C Lu, G Corredor, VS Viswanathan, VC Sandulache, ... Cancer 128 (21), 3831-3842, 2022 | 9 | 2022 |
| 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 … Y Wu, CF Koyuncu, P Toro, G Corredor, Q Feng, C Buzzy, M Old, ... Oral Oncology 131, 105942, 2022 | 9 | 2022 |
| Deep computational image analysis of immune cell niches reveals treatment-specific outcome associations in lung cancer C Barrera, G Corredor, VS Viswanathan, R Ding, P Toro, P Fu, C Buzzy, ... NPJ precision oncology 7 (1), 52, 2023 | 8 | 2023 |
Anant MadabhushiDepartment of Biomedical Engineering, Professor, Biomedical Engineering, Emory Univ & Georgia TechAdresse e-mail validée de emory.edu
