Richard J. Chen

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Faisal MahmoodAssociate Professor, Harvard UniversityПодтвержден адрес электронной почты в домене fas.harvard.edu
Drew FK Williamson, MDDepartment of Pathology & Laboratory Medicine, Emory UniversityПодтвержден адрес электронной почты в домене emory.edu
Ming Y. LuMIT EECS, Harvard Medical SchoolПодтвержден адрес электронной почты в домене bwh.harvard.edu
Jana LipkovaHarvard Medical School, Brigham and Women's HospitalПодтвержден адрес электронной почты в домене bwh.harvard.edu
Guillaume JaumeHarvard Medical School, Brigham and Women's HospitalПодтвержден адрес электронной почты в домене bwh.harvard.edu
Muhammad ShabanBrigham and Women's Hospital, Harvard Medical SchoolПодтвержден адрес электронной почты в домене bwh.harvard.edu
Nicholas J. DurrAssociate Professor, Johns Hopkins UniversityПодтвержден адрес электронной почты в домене jhu.edu
Bowen ChenStanford UniversityПодтвержден адрес электронной почты в домене stanford.edu
Tong DingPhD student in Computer Science, Harvard UniversityПодтвержден адрес электронной почты в домене g.harvard.edu
Andrew H. SongPostdoctoral fellow, Harvard Medical SchoolПодтвержден адрес электронной почты в домене bwh.harvard.edu
Andrew D. TristerChief Medical and Scientific Officer, VerilyПодтвержден адрес электронной почты в домене verily.com
Rahul G. KrishnanUniversity of TorontoПодтвержден адрес электронной почты в домене cs.toronto.edu
Wei-Hung WengGoogle ResearchПодтвержден адрес электронной почты в домене mit.edu
Paul LiangAssistant Professor, Media Lab and EECS, MITПодтвержден адрес электронной почты в домене mit.edu
Taylor L. BobrowMalone Postdoctoral Fellow, Johns Hopkins UniversityПодтвержден адрес электронной почты в домене jhmi.edu
Alan YuilleProfessor of Cognitive Science and Computer Science, Johns Hopkins UniversityПодтвержден адрес электронной почты в домене jhu.edu
Anurag VaidyaBucknell University

Richard J. Chen

Brigham and Women's Hospital, Harvard Medical School

Подтвержден адрес электронной почты в домене g.harvard.edu - Главная страница

Representation Learning Computer Vision Computational Pathology


Название По числу цитат По году По названию	Процитировано Процитировано	Год
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, 555–570, 2021	1414	2021
From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: the CAMELYON17 Challenge P Bandi, O Geessink, Q Manson, M Van Dijk, M Balkenhol, M Hermsen, ... IEEE Transactions on Medical Imaging 38 (2), 550-560, 2019	640	2019
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	599	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	494	2022
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	484	2020
Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images F Mahmood, D Borders, RJ Chen, GN McKay, KJ Salimian, A Baras, ... IEEE Transactions on Medical Imaging 39 (11), 3257-3267, 2019	380	2019
Towards a general-purpose foundation model for computational pathology RJ Chen, T Ding, MY Lu, DFK Williamson, G Jaume, AH Song, ... Nature Medicine 30 (3), 850-862, 2024	340	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	338	2022
Pan-cancer integrative histology-genomic analysis via multimodal deep learning RJ Chen, MY Lu, DFK Williamson, TY Chen*, J Lipkova, Z Noor, ... Cancer Cell 40 (8), 865-878, 2022	331	2022
Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training F Mahmood, RJ Chen, NJ Durr IEEE Transactions on Medical Imaging 37 (12), 2572-2581, 2018	283	2018
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	260	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	245	2023
Federated Learning for Computational Pathology on Gigapixel Whole Slide Images MY Lu, RJ Chen, D Kong, J Lipkova, R Singh, DFK Williamson, ... Medical Image Analysis 76, 102298, 2022	196	2022
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	191	2024
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	181	2021
Developing Measures of Cognitive Impairment in the Real World from Consumer-Grade Multimodal Sensor Streams RJ Chen, F Jankovic, N Marinsek*, L Foschini, L Kourtis, A Signorini, ... Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019	128	2019
Semi-Supervised Histology Classification using Deep Multiple Instance Learning and Contrastive Predictive Coding MY Lu, RJ Chen, J Wang, D Dillon, F Mahmood Machine Learning For Health, NeurIPS 2019, 2019	108	2019
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	93	2023
A multimodal generative AI copilot for human pathology MY Lu, B Chen, DFK Williamson*, RJ Chen, M Zhao, AK Chow, ... Nature, 1-3, 2024	84	2024
Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology RJ Chen, RG Krishnan Learning Meaningful Representations of Life, NeurIPS 2021, 2022	82	2022

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