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Richard J. Chen
Richard J. Chen
Brigham and Women's Hospital, Harvard Medical School
Zweryfikowany adres z g.harvard.edu - Strona główna
Tytuł
Cytowane przez
Cytowane przez
Rok
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
10152021
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
5482019
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
4622021
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
3762020
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
3462019
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
3242022
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
2642018
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
2142022
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
1962022
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
1852021
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
1602022
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
158*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
1282021
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
1192019
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
982019
Weakly Supervised Prostate TMA Classification Via Graph Convolutional Networks
J Wang, RJ Chen, MY Lu, A Baras, F Mahmood
IEEE International Symposium on Biomedical Imaging 2020 (Oral Presentation), 2019
712019
Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology
RJ Chen, RG Krishnan
Learning Meaningful Representations of Life, NeurIPS 2021, 2022
702022
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
68*2024
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
662022
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
61*2024
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