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 | 1390 | 2021 |
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 | 594 | 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 | 540 | 2021 |
Scaling vision transformers to gigapixel images via hierarchical self-supervised learning RJ Chen, C Chen, Y Li, TY Chen, AD Trister, RG Krishnan, F Mahmood Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 482 | 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 | 326 | 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 | 306 | 2022 |
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 | 250 | 2021 |
Algorithmic fairness in artificial intelligence for medicine and healthcare RJ Chen, JJ Wang, DFK Williamson, TY Chen, J Lipkova, MY Lu, S Sahai, ... Nature biomedical engineering 7 (6), 719-742, 2023 | 238 | 2023 |
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 | 192 | 2022 |
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 | 178 | 2021 |
HPV-related multiphenotypic sinonasal carcinoma: an expanded series of 49 cases of the tumor formerly known as HPV-related carcinoma with adenoid cystic carcinoma-like features JA Bishop, S Andreasen, JF Hang, MJ Bullock, TY Chen, A Franchi, ... The American journal of surgical pathology 41 (12), 1690-1701, 2017 | 178 | 2017 |
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 | 88 | 2022 |
Histopathology of calciphylaxis: cohort study with clinical correlations TY Chen, JS Lehman, LE Gibson, CM Lohse, RA El-Azhary The American Journal of Dermatopathology 39 (11), 795-802, 2017 | 82 | 2017 |
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 | 80 | 2022 |
Synthesis and antibacterial activities of novel 4-hydroxy-7-hydroxy-and 3-carboxycoumarin derivatives PY Lin, KS Yeh, CL Su, SY Sheu, T Chen, KL Ou, MH Lin, LW Lee Molecules 17 (9), 10846-10863, 2012 | 55 | 2012 |
Cutaneous manifestations of HIV infection and HIV-related disorders T Chen, C Cockerell Dermatology. Second edition. New York: Elsevier, 1165-81, 2008 | 36 | 2008 |
Adenoid cystic carcinoma of the lacrimal gland is frequently characterized by MYB rearrangement TY Chen, MG Keeney, AV Chintakuntlawar, DL Knutson, S Kloft-Nelson, ... Eye 31 (5), 720-725, 2017 | 32 | 2017 |
Demographic bias in misdiagnosis by computational pathology models A Vaidya, RJ Chen, DFK Williamson, AH Song, G Jaume, Y Yang, ... Nature Medicine 30 (4), 1174-1190, 2024 | 27 | 2024 |
A potential diagnostic pitfall for hobnail variant of papillary thyroid carcinoma KS Wong, TY Chen, SE Higgins, BE Howitt, JH Lorch, EK Alexander, ... Histopathology 76 (5), 707-713, 2020 | 20 | 2020 |
Histological features of BRAF V600E‐mutant anaplastic thyroid carcinoma TY Chen, JH Lorch, KS Wong, JA Barletta Histopathology 77 (2), 314-320, 2020 | 19 | 2020 |