Richard J. Chen
Richard J. Chen
Brigham and Women's Hospital, Harvard Medical School
Verified email at - Homepage
Cited by
Cited by
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, 2020
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
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
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
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, 2018
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
Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training
F Mahmood, RJ Chen, NJ Durr
IEEE Transactions on Medical Imaging 37 (12), 2018
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. e6, 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
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
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
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
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
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
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
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
Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology
RJ Chen, RG Krishnan
Learning Meaningful Representations of Life, NeurIPS 2021, 2022
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
VR-Caps: a virtual environment for capsule endoscopy
K İncetan, IO Celik, A Obeid, GI Gokceler, KB Ozyoruk, Y Almalioglu, ...
Medical image analysis 70, 101990, 2021
Deep Learning with Cinematic Rendering - Fine-Tuning Deep Neural Networks Using Photorealistic Medical Images
F Mahmood, RJ Chen, S Sudarsky, D Yu, N J. Durr
Physics in Medicine & Biology 63 (18), 2018
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