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Ming Y. Lu
Ming Y. Lu
Other namesMing Yang Lu, Max Lu
MIT EECS, Harvard Medical School
Verified email at bwh.harvard.edu
Title
Cited by
Cited by
Year
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
9512021
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
4392021
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
4192021
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
3552020
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
1932022
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
1692021
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
1672022
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
1492022
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
139*2023
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
1202021
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
108*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
972019
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
712020
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
672022
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
622022
Towards a general-purpose foundation model for computational pathology
RJ Chen, T Ding, MY Lu, DFK Williamson, G Jaume, AH Song, B Chen, ...
Nature Medicine 30 (3), 850-862, 2024
45*2024
Visual language pretrained multiple instance zero-shot transfer for histopathology images
MY Lu, B Chen, A Zhang, DFK Williamson, RJ Chen, T Ding, LP Le, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023
442023
A visual-language foundation model for computational pathology
MY Lu, B Chen, DFK Williamson, RJ Chen, I Liang, T Ding, G Jaume, ...
Nature Medicine 30 (3), 863-874, 2024
42*2024
Artificial intelligence for digital and computational pathology
AH Song, G Jaume, DFK Williamson, MY Lu, A Vaidya, TR Miller, ...
Nature Reviews Bioengineering 1 (12), 930-949, 2023
382023
A deep-learning model for transforming the style of tissue images from cryosectioned to formalin-fixed and paraffin-embedded
KB Ozyoruk, S Can, B Darbaz, K Başak, D Demir, GI Gokceler, G Serin, ...
Nature Biomedical Engineering 6 (12), 1407-1419, 2022
36*2022
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