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mingqing chen
mingqing chen
Staff Software Engineer, Google
Verified email at google.com
Title
Cited by
Cited by
Year
Automatic liver segmentation using an adversarial image-to-image network
D Yang, D Xu, SK Zhou, B Georgescu, M Chen, S Grbic, D Metaxas, ...
Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017
2962017
Generative models for effective ML on private, decentralized datasets
S Augenstein, HB McMahan, D Ramage, S Ramaswamy, P Kairouz, ...
arXiv preprint arXiv:1911.06679, 2019
1982019
Federated learning of out-of-vocabulary words
M Chen, R Mathews, T Ouyang, F Beaufays
arXiv preprint arXiv:1903.10635, 2019
1812019
Automatic vertebra labeling in large-scale 3D CT using deep image-to-image network with message passing and sparsity regularization
D Yang, T Xiong, D Xu, Q Huang, D Liu, SK Zhou, Z Xu, JH Park, M Chen, ...
Information Processing in Medical Imaging: 25th International Conference …, 2017
1292017
Method and system for artificial intelligence based medical image segmentation
SK Zhou, M Chen, H Ding, B Georgescu, MA Gulsun, TS Kim, AP Kiraly, ...
US Patent 10,878,219, 2020
912020
Federated learning of n-gram language models
M Chen, AT Suresh, R Mathews, A Wong, C Allauzen, F Beaufays, ...
arXiv preprint arXiv:1910.03432, 2019
812019
Deep image-to-image recurrent network with shape basis learning for automatic vertebra labeling in large-scale 3D CT volumes
D Yang, T Xiong, D Xu, SK Zhou, Z Xu, M Chen, JH Park, S Grbic, TD Tran, ...
Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017
542017
Multiple landmark detection in medical images based on hierarchical feature learning and end-to-end training
D Xu, T Xiong, D Liu, SK Zhou, M Chen, D Comaniciu
US Patent 10,210,613, 2019
512019
Deep learning based bone removal in computed tomography angiography
M Chen, TS Kim, J Kretschmer, S Seifert, SK Zhou, M Schöbinger, D Liu, ...
US Patent 10,582,907, 2020
452020
Automatic liver segmentation using adversarial image-to-image network
D Yang, D Xu, SK Zhou, B Georgescu, M Chen, D Comaniciu
US Patent 10,600,185, 2020
412020
Adversarial and dual inverse deep learning networks for medical image analysis
SK Zhou, M Chen, D Xu, XU Zhoubing, D Yang
US Patent 10,636,141, 2020
372020
Supervised action classifier: Approaching landmark detection as image partitioning
Z Xu, Q Huang, JH Park, M Chen, D Xu, D Yang, D Liu, SK Zhou
Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017
272017
Diurnal or nocturnal? federated learning of multi-branch networks from periodically shifting distributions
C Zhu, Z Xu, M Chen, J Konečnư, A Hard, T Goldstein
International Conference on Learning Representations, 2022
252022
Surface–region context in optimal multi-object graph-based segmentation: robust delineation of pulmonary tumors
Q Song, M Chen, J Bai, M Sonka, X Wu
Biennial International Conference on Information Processing in Medical …, 2011
252011
Scaling language model size in cross-device federated learning
JH Ro, T Breiner, L McConnaughey, M Chen, AT Suresh, S Kumar, ...
arXiv preprint arXiv:2204.09715, 2022
232022
Deep image-to-image recurrent network with shape basis for automatic vertebra labeling in large-scale 3D CT volumes
D Yang, T Xiong, D Xu, SK Zhou, M Chen, XU Zhoubing, D Comaniciu, ...
US Patent 10,366,491, 2019
222019
Diaphragm motion quantification in megavoltage cone‐beam CT projection images
M Chen, RA Siochi
Medical physics 37 (5), 2312-2320, 2010
222010
Method and system for 3D cardiac motion estimation from single scan of C-arm angiography
M Chen, Y Zheng, G Funka-Lea, G Lauritsch, J Boese, D Comaniciu
US Patent 8,923,590, 2014
212014
Method and system for machine learning based classification of vascular branches
MA Gulsun, Y Zheng, G Funka-Lea, M Chen
US Patent 10,115,039, 2018
202018
Scan data retrieval with depth sensor data
J Wang, K Ma, V Singh, M Chen, YJ Chang, SK Zhou, T Chen, A Krauss
US Patent 10,430,551, 2019
172019
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