| Data-efficient and weakly supervised computational pathology on whole-slide images MY Lu, DFK Williamson, TY Chen, RJ Chen, M Barbieri, F Mahmood Nature biomedical engineering 5 (6), 555-570, 2021 | 382 | 2021 |
| AI-based pathology predicts origins for cancers of unknown primary MY Lu, TY Chen, DFK Williamson, M Zhao, M Shady, J Lipkova, ... Nature 594 (7861), 106-110, 2021 | 206 | 2021 |
| Pathomic fusion: an integrated framework for fusing histopathology and genomic features for cancer diagnosis and prognosis RJ Chen, MY Lu, J Wang, DFK Williamson, SJ Rodig, NI Lindeman, ... IEEE Transactions on Medical Imaging 41 (4), 757-770, 2020 | 159 | 2020 |
| Synthetic data in machine learning for medicine and healthcare RJ Chen, MY Lu, TY Chen, DFK Williamson, F Mahmood Nature Biomedical Engineering 5 (6), 493-497, 2021 | 143 | 2021 |
| Federated learning for computational pathology on gigapixel whole slide images MY Lu, RJ Chen, D Kong, J Lipkova, R Singh, DFK Williamson, TY Chen, ... Medical image analysis 76, 102298, 2022 | 61 | 2022 |
| Semi-supervised histology classification using deep multiple instance learning and contrastive predictive coding MY Lu, RJ Chen, J Wang, D Dillon, F Mahmood arXiv preprint arXiv:1910.10825, 2019 | 60 | 2019 |
| Multimodal co-attention transformer for survival prediction in gigapixel whole slide images RJ Chen, MY Lu, WH Weng, TY Chen, DFK Williamson, T Manz, M Shady, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 46 | 2021 |
| Weakly supervised prostate tma classification via graph convolutional networks J Wang, RJ Chen, MY Lu, A Baras, F Mahmood 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 239-243, 2020 | 39 | 2020 |
| Whole slide images are 2d point clouds: Context-aware survival prediction using patch-based graph convolutional networks RJ Chen, MY Lu, M Shaban, C Chen, TY Chen, DFK Williamson, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 37 | 2021 |
| Algorithm fairness in ai for medicine and healthcare RJ Chen, TY Chen, J Lipkova, JJ Wang, DFK Williamson, MY Lu, S Sahai, ... arXiv preprint arXiv:2110.00603, 2021 | 27 | 2021 |
| Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology NG Laleh, HS Muti, CML Loeffler, A Echle, OL Saldanha, F Mahmood, ... Medical image analysis 79, 102474, 2022 | 24 | 2022 |
| Deep learning-enabled assessment of cardiac allograft rejection from endomyocardial biopsies J Lipkova, TY Chen, MY Lu, RJ Chen, M Shady, M Williams, J Wang, ... Nature medicine 28 (3), 575-582, 2022 | 19 | 2022 |
| Pan-cancer integrative histology-genomic analysis via multimodal deep learning RJ Chen, MY Lu, DFK Williamson, TY Chen, J Lipkova, Z Noor, M Shaban, ... Cancer Cell 40 (8), 865-878. e6, 2022 | 17 | 2022 |
| Artificial intelligence for multimodal data integration in oncology J Lipkova, RJ Chen, B Chen, MY Lu, M Barbieri, D Shao, AJ Vaidya, ... Cancer Cell 40 (10), 1095-1110, 2022 | 14 | 2022 |
| Benchmarking artificial intelligence methods for end-to-end computational pathology NG Laleh, HS Muti, CM Lavinia Loeffler, A Echle, OL Saldanha, ... bioRxiv, 2021.08. 09.455633, 2021 | 8 | 2021 |
| Monocular object orientation estimation using riemannian regression and classification networks S Mahendran, MY Lu, H Ali, R Vidal arXiv preprint arXiv:1807.07226, 2018 | 8 | 2018 |
| Pan-cancer integrative histology-genomic analysis via interpretable multimodal deep learning RJ Chen, MY Lu, DFK Williamson, TY Chen, J Lipkova, M Shaban, ... arXiv preprint arXiv:2108.02278, 2021 | 7 | 2021 |
| Fast and scalable search of whole-slide images via self-supervised deep learning C Chen, MY Lu, DFK Williamson, TY Chen, AJ Schaumberg, F Mahmood Nature Biomedical Engineering 6 (12), 1420-1434, 2022 | 4 | 2022 |
| Multiplex computational pathology for treatment response prediction MY Lu, HA Sater, F Mahmood Cancer Cell 39 (8), 1053-1055, 2021 | 4 | 2021 |
| Deep learning-based frozen section to FFPE translation KB Ozyoruk, S Can, GI Gokceler, K Basak, D Demir, G Serin, ... arXiv preprint arXiv:2107.11786, 2021 | 4 | 2021 |
Drew FK WilliamsonDepartment of Pathology, Brigham and Women's Hospital在 bwh.harvard.edu 的电子邮件经过验证
