Articles with public access mandates - Richard J. ChenLearn more
Available somewhere: 18
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
Mandates: US National Science Foundation, US National Institutes of Health
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
Mandates: US National Science Foundation, US National Institutes of Health
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
Mandates: US National Science Foundation, US National Institutes of Health
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
Mandates: US National Science Foundation, US National Institutes of Health
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
Mandates: US National Institutes of Health
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
Mandates: US National Science Foundation, US National Institutes of Health
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
Mandates: US National Science Foundation, US National Institutes of Health
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
Mandates: US National Science Foundation, US National Institutes of Health
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
Mandates: US National Science Foundation, US National Institutes of Health
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
Mandates: US National Science Foundation, US National Institutes of Health
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
Mandates: US National Science Foundation, US National Institutes of Health
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
Mandates: US National Science Foundation, US National Institutes of Health
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
Mandates: Scientific and Technological Research Council of Turkey
Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images
MY Lu*, B Chen*, A Zhang, DFK Williamson, RJ Chen, T Ding, LP Le, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
Mandates: US National Science Foundation, US National Institutes of Health
EndoL2H: deep super-resolution for capsule endoscopy
Y Almalioglu, KB Ozyoruk, A Gokce, K Incetan, GI Gokceler, MA Simsek, ...
IEEE Transactions on Medical Imaging 39 (12), 4297-4309, 2020
Mandates: Scientific and Technological Research Council of Turkey
Variations in Glycogen Synthesis in Human Pluripotent Stem Cells with Altered Pluripotent States
RJ Chen, G Zhang, SH Garfield, YJ Shi, KG Chen, PG Robey, ...
PLOS One 10 (11), e0142554, 2015
Mandates: US National Institutes of Health
Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance pooling
I Carmichael*, AH Song*, RJ Chen, DFK Williamson, TY Chen, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2022
Mandates: US National Science Foundation, US National Institutes of Health
Precision of regional wall motion estimates from ultra-low-dose cardiac CT using SQUEEZ
A Pourmorteza, N Keller, R Chen, A Lardo, H Halperin, MY Chen, ...
The International Journal of Cardiovascular Imaging 34 (8), 1277-1286, 2018
Mandates: US National Institutes of Health
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