Ming Y. Lu

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Faisal MahmoodAssociate Professor, Harvard UniversityBestätigte E-Mail-Adresse bei fas.harvard.edu
Drew FK Williamson, MDDepartment of Pathology & Laboratory Medicine, Emory UniversityBestätigte E-Mail-Adresse bei emory.edu
Richard J. ChenBrigham and Women's Hospital, Harvard Medical SchoolBestätigte E-Mail-Adresse bei g.harvard.edu
Tiffany Y ChenBrigham and Women's Hospital/Harvard Medical SchoolBestätigte E-Mail-Adresse bei bwh.harvard.edu
Jana LipkovaHarvard Medical School, Brigham and Women's HospitalBestätigte E-Mail-Adresse bei bwh.harvard.edu
Bowen ChenStanford UniversityBestätigte E-Mail-Adresse bei stanford.edu
Muhammad ShabanBrigham and Women's Hospital, Harvard Medical SchoolBestätigte E-Mail-Adresse bei bwh.harvard.edu
Long Phi LeMassachusetts General HospitalBestätigte E-Mail-Adresse bei partners.org
Guillaume JaumeHarvard Medical School, Brigham and Women's HospitalBestätigte E-Mail-Adresse bei bwh.harvard.edu
Tong DingPhD student in Computer Science, Harvard UniversityBestätigte E-Mail-Adresse bei g.harvard.edu
Georg GerberAssistant Professor of Pathology, Harvard Medical SchoolBestätigte E-Mail-Adresse bei bwh.harvard.edu
Andrew H. SongPostdoctoral fellow, Harvard Medical SchoolBestätigte E-Mail-Adresse bei bwh.harvard.edu
Andrew ZhangPhD student, Harvard & MITBestätigte E-Mail-Adresse bei mit.edu
Chengkuan ChenBestätigte E-Mail-Adresse bei columbia.edu
Judy Jiaqi WangWeill Cornell MedicineBestätigte E-Mail-Adresse bei med.cornell.edu
Maha ShadyPhD Candidate, Harvard UniversityBestätigte E-Mail-Adresse bei g.harvard.edu
Barbieri MatteoENS Paris-Saclay -- LMPSBestätigte E-Mail-Adresse bei ens-paris-saclay.fr
Luca Leon WeishauptHealth Sciences and Technology's (HST) Medical Engineering and Medical Physics (MEMP) PhD programBestätigte E-Mail-Adresse bei mit.edu
Anil ParwaniProfessor of Pathology and Biomedical InformaticsBestätigte E-Mail-Adresse bei osumc.edu
Narmin Ghaffari LalehElse Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, GermanyBestätigte E-Mail-Adresse bei tu-dresden.de

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Ming Y. Lu

Sonstige NamenMax Lu, Ming Yang Lu

MIT EECS, Harvard Medical School

Bestätigte E-Mail-Adresse bei bwh.harvard.edu

Computational Pathology Computer Vision Natural Language Processing


Titel Nach Zitationen sortieren Nach Jahr sortieren Nach Titel sortieren	Zitiert von Zitiert von	Jahr
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	1484	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	617	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	557	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	500	2020
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	460	2024
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	364	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	348	2022
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	324*	2023
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	301	2024
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	283	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	202	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	188	2021
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	167	2023
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	164	2022
A multimodal generative AI copilot for human pathology MY Lu, B Chen, DFK Williamson, RJ Chen, M Zhao, AK Chow, K Ikemura, ... Nature 634 (8033), 466-473, 2024	126*	2024
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	111	2019
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	101	2022
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	100	2023
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	81	2020
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

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