Richard J. Chen

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 43

Top Topics

Histopathology Images

Weakly Supervised

Survival Prediction

Capsule Endoscopy

Top Venues

IEEE Trans. Medical Imaging

Medical Imaging: Digital Pathology

Medical Image Anal.

Publications

Ming Y. Lu, Bowen Chen, Andrew Zhang, Drew F. K. Williamson, Richard J. Chen, Tong Ding, Long Phi Le, Yung-Sung Chuang, Faisal Mahmood
Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images. CoRR (2023)
Paul Pu Liang, Yun Cheng, Xiang Fan, Chun Kai Ling, Suzanne Nie, Richard J. Chen, Zihao Deng, Faisal Mahmood, Ruslan Salakhutdinov, Louis-Philippe Morency
Quantifying & Modeling Feature Interactions: An Information Decomposition Framework. CoRR (2023)
Guillaume Jaume, Anurag Vaidya, Richard J. Chen, Drew F. K. Williamson, Paul Pu Liang, Faisal Mahmood
Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction. CoRR (2023)
Ming Y. Lu, Bowen Chen, Drew F. K. Williamson, Richard J. Chen, Ivy Liang, Tong Ding, Guillaume Jaume, Igor Odintsov, Andrew Zhang, Long Phi Le, Georg Gerber, Anil V. Parwani, Faisal Mahmood
Towards a Visual-Language Foundation Model for Computational Pathology. CoRR (2023)
Richard J. Chen, Tong Ding, Ming Y. Lu, Drew F. K. Williamson, Guillaume Jaume, Bowen Chen, Andrew Zhang, Daniel Shao, Andrew H. Song, Muhammad Shaban, Mane Williams, Anurag Vaidya, Sharifa Sahai, Lukas Oldenburg, Luca L. Weishaupt, Judy J. Wang, Walt Williams, Long Phi Le, Georg Gerber, Faisal Mahmood
A General-Purpose Self-Supervised Model for Computational Pathology. CoRR (2023)
Paul Pu Liang, Yun Cheng, Xiang Fan, Chun Kai Ling, Suzanne Nie, Richard J. Chen, Zihao Deng, Nicholas B. Allen, Randy Auerbach, Faisal Mahmood, Russ Salakhutdinov, Louis-Philippe Morency
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework. NeurIPS (2023)
Ming Y. Lu, Bowen Chen, Drew F. K. Williamson, Richard J. Chen, Kenji Ikamura, Georg Gerber, Ivy Liang, Long Phi Le, Tong Ding, Anil V. Parwani, Faisal Mahmood
A Foundational Multimodal Vision Language AI Assistant for Human Pathology. CoRR (2023)
Ming Y. Lu, Bowen Chen, Andrew Zhang, Drew F. K. Williamson, Richard J. Chen, Tong Ding, Long Phi Le, Yung-Sung Chuang, Faisal Mahmood
Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images. CVPR (2023)
Richard J. Chen, Ming Y. Lu, Jingwen Wang, Drew F. K. Williamson, Scott J. Rodig, Neal I. Lindeman, Faisal Mahmood
Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis. IEEE Trans. Medical Imaging 41 (4) (2022)
Richard J. Chen, Chengkuan Chen, Yicong Li, Tiffany Y. Chen, Andrew D. Trister, Rahul G. Krishnan, Faisal Mahmood
Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning. CoRR (2022)
Iain Carmichael, Andrew H. Song, Richard J. Chen, Drew F. K. Williamson, Tiffany Y. Chen, Faisal Mahmood
Incorporating Intratumoral Heterogeneity into Weakly-Supervised Deep Learning Models via Variance Pooling. MICCAI (2) (2022)
Iain Carmichael, Andrew H. Song, Richard J. Chen, Drew F. K. Williamson, Tiffany Y. Chen, Faisal Mahmood
Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance pooling. CoRR (2022)
Richard J. Chen, Chengkuan Chen, Yicong Li, Tiffany Y. Chen, Andrew D. Trister, Rahul G. Krishnan, Faisal Mahmood
Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning. CVPR (2022)
Ming Y. Lu, Richard J. Chen, Dehan Kong, Jana Lipková, Rajendra Singh, Drew F. K. Williamson, Tiffany Y. Chen, Faisal Mahmood
Federated learning for computational pathology on gigapixel whole slide images. Medical Image Anal. 76 (2022)
Richard J. Chen, Rahul G. Krishnan
Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology. CoRR (2022)
Richard J. Chen, Ming Y. Lu, Drew F. K. Williamson, Tiffany Y. Chen, Jana Lipková, Muhammad Shaban, Maha Shady, Mane Williams, Bumjin Joo, Zahra Noor, Faisal Mahmood
Pan-Cancer Integrative Histology-Genomic Analysis via Interpretable Multimodal Deep Learning. CoRR (2021)
Kagan Incetan, Ibrahim Omer Celik, Abdulhamid Obeid, Guliz Irem Gokceler, Kutsev Bengisu Ozyoruk, Yasin Almalioglu, Richard J. Chen, Faisal Mahmood, Hunter Gilbert, Nicholas J. Durr, Mehmet Turan
VR-Caps: A Virtual Environment for Capsule Endoscopy. Medical Image Anal. 70 (2021)
Richard J. Chen, Ming Y. Lu, Muhammad Shaban, Chengkuan Chen, Tiffany Y. Chen, Drew F. K. Williamson, Faisal Mahmood
Whole Slide Images are 2D Point Clouds: Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks. CoRR (2021)
Richard J. Chen, Tiffany Y. Chen, Jana Lipková, Judy J. Wang, Drew F. K. Williamson, Ming Y. Lu, Sharifa Sahai, Faisal Mahmood
Algorithm Fairness in AI for Medicine and Healthcare. CoRR (2021)
James A. Diao, Richard J. Chen, Joseph C. Kvedar
Efficient cellular annotation of histopathology slides with real-time AI augmentation. npj Digit. Medicine 4 (2021)
Richard J. Chen, Ming Y. Lu, Muhammad Shaban, Chengkuan Chen, Tiffany Y. Chen, Drew F. K. Williamson, Faisal Mahmood
Whole Slide Images are 2D Point Clouds: Context-Aware Survival Prediction Using Patch-Based Graph Convolutional Networks. MICCAI (8) (2021)
Richard J. Chen, Ming Y. Lu, Wei-Hung Weng, Tiffany Y. Chen, Drew F. K. Williamson, Trevor Manz, Maha Shady, Faisal Mahmood
Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images. ICCV (2021)
Richard J. Chen, Faisal Mahmood
Discovering correspondences between molecular profiles and morphological features via deep learning (Conference Presentation). Medical Imaging: Digital Pathology (2020)
Richard J. Chen, Max Lu, Faisal Mahmood
Multimodal fusion of histology and molecular features for improved survival outcome prediction (Conference Presentation). Medical Imaging: Digital Pathology (2020)
Yasin Almalioglu, Abdulkadir Gokce, Kagan Incetan, Muhammed Ali Simsek, Kivanc Ararat, Richard J. Chen, Nicholas J. Durr, Faisal Mahmood, Mehmet Turan
EndoL2H: Deep Super-Resolution for Capsule Endoscopy. CoRR (2020)
Jingwen Wang, Richard J. Chen, Ming Y. Lu, Alexander S. Baras, Faisal Mahmood
Weakly Supervised Prostate Tma Classification Via Graph Convolutional Networks. ISBI (2020)
Ming Y. Lu, Drew F. K. Williamson, Tiffany Y. Chen, Richard J. Chen, Matteo Barbieri, Faisal Mahmood
Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images. CoRR (2020)
Kagan Incetan, Ibrahim Omer Celik, Abdulhamid Obeid, Guliz Irem Gokceler, Kutsev Bengisu Ozyoruk, Yasin Almalioglu, Richard J. Chen, Faisal Mahmood, Hunter Gilbert, Nicholas J. Durr, Mehmet Turan
VR-Caps: A Virtual Environment for Capsule Endoscopy. CoRR (2020)
Ming Y. Lu, Dehan Kong, Jana Lipková, Richard J. Chen, Rajendra Singh, Drew F. K. Williamson, Tiffany Y. Chen, Faisal Mahmood
Federated Learning for Computational Pathology on Gigapixel Whole Slide Images. CoRR (2020)
Ming Y. Lu, Richard J. Chen, Faisal Mahmood
Semi-supervised breast cancer histology classification using deep multiple instance learning and contrast predictive coding (Conference Presentation). Medical Imaging: Digital Pathology (2020)
Yasin Almalioglu, Kutsev Bengisu Ozyoruk, Abdulkadir Gokce, Kagan Incetan, Guliz Irem Gokceler, Muhammed Ali Simsek, Kivanc Ararat, Richard J. Chen, Nicholas J. Durr, Faisal Mahmood, Mehmet Turan
EndoL2H: Deep Super-Resolution for Capsule Endoscopy. IEEE Trans. Medical Imaging 39 (12) (2020)
Faisal Mahmood, Daniel Borders, Richard J. Chen, Gregory N. McKay, Kevan J. Salimian, Alexander S. Baras, Nicholas J. Durr
Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images. IEEE Trans. Medical Imaging 39 (11) (2020)
Richard J. Chen, Taylor L. Bobrow, Thomas L. Athey, Faisal Mahmood, Nicholas J. Durr
SLAM Endoscopy enhanced by adversarial depth prediction. CoRR (2019)
Faisal Mahmood, Ziyun Yang, Richard J. Chen, Daniel Borders, Wenhao Xu, Nicholas J. Durr
Polyp segmentation and classification using predicted depth from monocular endoscopy. Medical Imaging: Computer-Aided Diagnosis (2019)
Richard J. Chen, Ming Y. Lu, Jingwen Wang, Drew F. K. Williamson, Scott J. Rodig, Neal I. Lindeman, Faisal Mahmood
Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis. CoRR (2019)
Ming Y. Lu, Richard J. Chen, Jingwen Wang, Debora Dillon, Faisal Mahmood
Semi-Supervised Histology Classification using Deep Multiple Instance Learning and Contrastive Predictive Coding. CoRR (2019)
Faisal Mahmood, Richard J. Chen, Daniel Borders, Gregory N. McKay, Kevan J. Salimian, Alexander S. Baras, Nicholas J. Durr
Adversarial U-net with spectral normalization for histopathology image segmentation using synthetic data. Medical Imaging: Digital Pathology (2019)
Jingwen Wang, Richard J. Chen, Ming Y. Lu, Alexander S. Baras, Faisal Mahmood
Weakly Supervised Prostate TMA Classification via Graph Convolutional Networks. CoRR (2019)
Faisal Mahmood, Daniel Borders, Richard J. Chen, Gregory N. McKay, Kevan J. Salimian, Alexander S. Baras, Nicholas J. Durr
Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images. CoRR (2018)
Richard J. Chen, Faisal Mahmood, Alan L. Yuille, Nicholas J. Durr
Rethinking Monocular Depth Estimation with Adversarial Training. CoRR (2018)
Faisal Mahmood, Richard J. Chen, Nicholas J. Durr
Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training. IEEE Trans. Medical Imaging 37 (12) (2018)
Faisal Mahmood, Richard J. Chen, Sandra Sudarsky, Daphne Yu, Nicholas J. Durr
Deep Learning with Cinematic Rendering - Fine-Tuning Deep Neural Networks Using Photorealistic Medical Images. CoRR (2018)
Faisal Mahmood, Richard J. Chen, Nicholas J. Durr
Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training. CoRR (2017)