| 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 | 492 | 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 | 253 | 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 | 200 | 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 | 198 | 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 | 80 | 2022 |
| Differences in medial and lateral posterior tibial slope: an osteological review of 1090 tibiae comparing age, sex, and race DS Weinberg, DFK Williamson, JJ Gebhart, DM Knapik, JE Voos The American journal of sports medicine 45 (1), 106-113, 2017 | 76 | 2017 |
| 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 | 67 | 2021 |
| 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 | 59 | 2021 |
| 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 | 41 | 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 | 37 | 2022 |
| 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 | 30 | 2021 |
| TDAstats: R pipeline for computing persistent homology in topological data analysis RR Wadhwa, DFK Williamson, A Dhawan, JG Scott Journal of open source software 3 (28), 860, 2018 | 30 | 2018 |
| The immune checkpoint kick start: Optimization of neoadjuvant combination therapy using game theory J West, M Robertson-Tessi, K Luddy, DS Park, DFK Williamson, ... JCO clinical cancer informatics 3, 1-12, 2019 | 28 | 2019 |
| Important differences exist in posterior condylar offsets in an osteological collection of 1,058 femurs DS Weinberg, JJ Streit, JJ Gebhart, DFK Williamson, VM Goldberg The Journal of Arthroplasty 30 (8), 1434-1438, 2015 | 17 | 2015 |
| 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 | 13 | 2022 |
| Decreased and increased relative acetabular volume predict the development of osteoarthritis of the hip: an osteological review of 1090 hips DS Weinberg, DFK Williamson, MB Millis, RW Liu The bone & joint journal 99 (4), 432-439, 2017 | 13 | 2017 |
| Humeral version and neck-shaft angle correlated with demographic parameters in a study of 1104 cadaveric humeri RW Goldberg, DF Williamson, HA Hoyen, RW Liu Journal of Shoulder and Elbow Surgery 29 (6), 1236-1241, 2020 | 11 | 2020 |
| Differentiable zooming for multiple instance learning on whole-slide images K Thandiackal, B Chen, P Pati, G Jaume, DFK Williamson, M Gabrani, ... Computer Vision–ECCV 2022: 17th European Conference, Tel Aviv, Israel …, 2022 | 9 | 2022 |
| 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 | 8 | 2021 |
| Network potential identifies therapeutic miRNA cocktails in Ewing sarcoma DT Weaver, KI Pishas, D Williamson, J Scarborough, SL Lessnick, ... PLoS Computational Biology 17 (10), e1008755, 2021 | 6 | 2021 |
Tiffany Y ChenBrigham and Women's Hospital/Harvard Medical School在 bwh.harvard.edu 的电子邮件经过验证
