| Beyond Classification: Whole Slide Tissue Histopathology Analysis By End-To-End Part Learning. C Xie, H Muhammad, CM Vanderbilt, R Caso, DVK Yarlagadda, ... MIDL, 843-856, 2020 | 40 | 2020 |
| VOCA: cell nuclei detection in histopathology images by vector oriented confidence accumulation C Xie, CM Vanderbilt, A Grabenstetter, TJ Fuchs International Conference on Medical Imaging with Deep Learning, 527-539, 2019 | 16 | 2019 |
| EPIC-survival: End-to-end part inferred clustering for survival analysis, with prognostic stratification boosting H Muhammad, C Xie, CS Sigel, M Doukas, L Alpert, AL Simpson, ... Medical Imaging with Deep Learning, 2021 | 12* | 2021 |
| An unexpected INAD PDZ tandem-mediated plcβ binding in Drosophila photo receptors F Ye, Y Huang, J Li, Y Ma, C Xie, Z Liu, X Deng, J Wan, T Xue, W Liu, ... Elife 7, e41848, 2018 | 12 | 2018 |
| Computational biomarker predicts lung ICI response via deep learning-driven hierarchical spatial modelling from H&E C Xie, C Vanderbilt, C Feng, D Ho, G Campanella, J Egger, A Plodkowski, ... | 4 | 2022 |
| Multi-task learning for dense object detection C Xie US Patent App. 17/473,225, 2021 | 2 | 2021 |
| MP77-12 ARTIFICIAL INTELLIGENCE-BASED MORPHOLOGIC MODEL FOR PREDICTION OF IMMUNOTHERAPY RESPONSE IN LOCALLY ADVANCED AND METASTATIC UROTHELIAL CARCINOMA OF THE BLADDER RS Liao, M Nair, P Jain, C Xie, H Muhammad, W Huang, H Basu, ... The Journal of Urology 211 (5S), e1257, 2024 | | 2024 |
| MP74-10 AI-BASED RISK-STRATIFICATION TOOL PATHOMIQ_PRAD ANALYZES HISTOPATHOLOGY IMAGES TO ACCURATELY PREDICT METASTASIS IN BLACK MEN AND HELPS DISCOVER CANCER DRIVERS D Chakravarty, H Muhammad, C Xie, P Jain, R Brody, L Leung, ... The Journal of Urology 211 (5S), e1196, 2024 | | 2024 |
| AI-based morphologic model for prediction of individual patient response to immune checkpoint inhibitors for bladder cancer. M Nair, R Liao, P Jain, C Xie, H Muhammad, W Huang, HS Basu, ... Journal of Clinical Oncology 42 (4_suppl), 686-686, 2024 | | 2024 |
| End-to-end part learning for image analysis C Xie, H Muhammad, CM Vanderbilt, DVK YARLAGADDA, ... US Patent App. 18/008,133, 2023 | | 2023 |
| AI-enabled analysis of H&E-stained prostate cancer tissue images: Assessing risk for metastasis prior to apalutamide (APA) treatment of patients with non-metastatic castration … P Mobadersany, SK Tian, SSF Yip, J Greshock, N Khan, MK Yu, ... Journal of Clinical Oncology 41 (16_suppl), 5027-5027, 2023 | | 2023 |
| A novel, AI-generated morphologic biomarker to predict prostate cancer recurrence in patients with intermediate risk of progression. S Nair, H Muhammad, P Jain, C Xie, I Pavlova, R Brody, W Huang, ... Journal of Clinical Oncology 41 (16_suppl), e17097-e17097, 2023 | | 2023 |
| AI powered-platform to predict gene modifications from prostate and breast cancer whole slide images W Huang, P Jain, C Xie, H Muhammad, H Basu, G Wilding, R Roy Cancer Research 83 (7_Supplement), 5408-5408, 2023 | | 2023 |
| Determining scores indicative of times to events from biomedical images H Muhammad, C Xie US Patent App. 17/901,203, 2023 | | 2023 |
| At the Cutting Edge of Computational Pathology: From Domain Knowledge Representation to Explorative Modelling C Xie Weill Medical College of Cornell University, 2022 | | 2022 |
| Toward Spatial and Quantitative Modelling of Tumor Microenvironment in Whole Slide Histopathology Images C Feng, DJ Ho, MH Chui, G Campanella, C Xie, C Vanderbilt, TJ Fuchs | | 2022 |
