Richard J. Chen
Harvard University
H-index: 25
North America-United States
Top articles of Richard J. Chen
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Are Stronger Feature Representations All You Need for Histology Image Search? | Richard J Chen Faisal Mahmood | 2024/4/25 | |
Towards a general-purpose foundation model for computational pathology | Nature Medicine | Richard J Chen Tong Ding Ming Y Lu Drew FK Williamson Guillaume Jaume | 2024/3/19 |
A visual-language foundation model for computational pathology | Nature Medicine | Ming Y Lu Bowen Chen Drew FK Williamson Richard J Chen Ivy Liang | 2024/3 |
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework | Advances in Neural Information Processing Systems | Paul Pu Liang Yun Cheng Xiang Fan Chun Kai Ling Suzanne Nie | 2024/2/13 |
Algorithmic fairness in artificial intelligence for medicine and healthcare | Richard J Chen Judy J Wang Drew FK Williamson Tiffany Y Chen Jana Lipkova | 2023/6 | |
Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction | arXiv preprint arXiv:2304.06819 | Guillaume Jaume Anurag Vaidya Richard Chen Drew Williamson Paul Liang | 2023/4/13 |
Abstract PR005: Deep learning-based multimodal integration of histology and genomics improves cancer origin prediction | Cancer Research | Muhammad Shaban Ming Y Lu Drew FK Williamson Richard J Chen Jana Lipkova | 2023/1/15 |
Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images | Ming Y Lu Bowen Chen Andrew Zhang Drew FK Williamson Richard J Chen | 2023 | |
A Foundational Multimodal Vision Language AI Assistant for Human Pathology | arXiv preprint arXiv:2312.07814 | Ming Y Lu Bowen Chen Drew FK Williamson Richard J Chen Kenji Ikamura | 2023/12/13 |
Artificial intelligence for multimodal data integration in oncology | Jana Lipkova Richard J Chen Bowen Chen Ming Y Lu Matteo Barbieri | 2022/10/10 | |
Deep learning-based integration of histology, radiology, and genomics for improved survival prediction in glioma patients | Luoting Zhuang Jana Lipkova Richard Chen Faisal Mahmood | 2022/4/4 | |
Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance pooling | Iain Carmichael* Andrew H Song* Richard J Chen Drew FK Williamson Tiffany Y Chen | 2022 | |
Deep Learning-Enabled Assessment of Cardiac Allograft Rejection from Endomyocardial Biopsies | Nature medicine | Jana Lipkova Tiffany Y Chen Ming Y Lu Richard J Chen Maha Shady | 2022/3 |
Systems and methods for detecting cognitive decline with mobile devices | 2022/9/1 | ||
Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology | arXiv preprint arXiv:2203.00585 | Richard J Chen Rahul G Krishnan | 2022/3/1 |
Pan-cancer integrative histology-genomic analysis via multimodal deep learning | Cancer Cell | Richard J Chen Ming Y Lu Drew FK Williamson Tiffany Y Chen Jana Lipkova | 2022/8/8 |
Federated Learning for Computational Pathology on Gigapixel Whole Slide Images | Medical image analysis | Ming Y Lu Richard J Chen Dehan Kong Jana Lipkova Rajendra Singh | 2022/2/1 |
Multimodal fusion for diagnosis, prognosis, and therapeutic response prediction | 2022/11/17 | ||
Multimodal AI-based assessment of renal allograft biopsies | J Pathol Inform | Sharifa Sahai Richard J Chen Jana Lipova Kuan Chen Tiffany Chen | 2022/1/1 |
Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning | Richard J Chen Chengkuan Chen Yicong Li Tiffany Y Chen Andrew D Trister | 2022 |
Co-Authors
