Richard J. Chen - researchr alias

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Viewing Publication 1 - 14 from 14

2022

Incorporating Intratumoral Heterogeneity into Weakly-Supervised Deep Learning Models via Variance PoolingIain Carmichael, Andrew H. Song, Richard J. Chen, Drew F. K. Williamson, Tiffany Y. Chen, Faisal Mahmood. miccai 2022: 387-397 [doi]

Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and PrognosisRichard J. Chen, Ming Y. Lu, Jingwen Wang, Drew F. K. Williamson, Scott J. Rodig, Neal I. Lindeman, Faisal Mahmood. tmi, 41(4):757-770, 2022. [doi]

Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised LearningRichard J. Chen, Chengkuan Chen, Yicong Li 0003, Tiffany Y. Chen, Andrew D. Trister, Rahul G. Krishnan, Faisal Mahmood. cvpr 2022: 16123-16134 [doi]

Federated learning for computational pathology on gigapixel whole slide imagesMing Y. Lu, Richard J. Chen, Dehan Kong, Jana Lipková, Rajendra Singh, Drew F. K. Williamson, Tiffany Y. Chen, Faisal Mahmood. mia, 76:102298, 2022. [doi]

2021

Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide ImagesRichard J. Chen, Ming Y. Lu, Wei-Hung Weng, Tiffany Y. Chen, Drew F. K. Williamson, Trevor Manz, Maha Shady, Faisal Mahmood. iccv 2021: 3995-4005 [doi]

Whole Slide Images are 2D Point Clouds: Context-Aware Survival Prediction Using Patch-Based Graph Convolutional NetworksRichard J. Chen, Ming Y. Lu, Muhammad Shaban, Chengkuan Chen, Tiffany Y. Chen, Drew F. K. Williamson, Faisal Mahmood. miccai 2021: 339-349 [doi]

Efficient cellular annotation of histopathology slides with real-time AI augmentationJames A. Diao, Richard J. Chen, Joseph C. Kvedar. npjdm, 4, 2021. [doi]

VR-Caps: A Virtual Environment for Capsule EndoscopyKagan 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. mia, 70:101990, 2021. [doi]

2020

EndoL2H: Deep Super-Resolution for Capsule EndoscopyYasin 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. tmi, 39(12):4297-4309, 2020. [doi]

Discovering correspondences between molecular profiles and morphological features via deep learning (Conference Presentation)Richard J. Chen, Faisal Mahmood. midp 2020: [doi]

Multimodal fusion of histology and molecular features for improved survival outcome prediction (Conference Presentation)Richard J. Chen, Max Lu, Faisal Mahmood. midp 2020: [doi]

Semi-supervised breast cancer histology classification using deep multiple instance learning and contrast predictive coding (Conference Presentation)Ming Y. Lu, Richard J. Chen, Faisal Mahmood. midp 2020: [doi]

Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology ImagesFaisal Mahmood, Daniel Borders, Richard J. Chen, Gregory N. McKay, Kevan J. Salimian, Alexander S. Baras, Nicholas J. Durr. tmi, 39(11):3257-3267, 2020. [doi]

Weakly Supervised Prostate Tma Classification Via Graph Convolutional NetworksJingwen Wang, Richard J. Chen, Ming Y. Lu, Alexander S. Baras, Faisal Mahmood. isbi 2020: 239-243 [doi]

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