mingqing chen
mingqing chen
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Title
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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, ...
International Conference on Medical Image Computing and Computer-Assistedá…, 2017
1482017
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, ...
International conference on information processing in medical imaging, 633-644, 2017
662017
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
372019
Federated learning of out-of-vocabulary words
M Chen, R Mathews, T Ouyang, F Beaufays
arXiv preprint arXiv:1903.10635, 2019
302019
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, ...
International Conference on Medical Image Computing and Computer-Assistedá…, 2017
272017
Diaphragm motion quantification in megavoltage cone‐beam CT projection images
M Chen, RA Siochi
Medical physics 37 (5), 2312-2320, 2010
222010
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 Medicalá…, 2011
212011
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
182020
Deep learning based bone removal in computed tomography angiography
M Chen, TS Kim, J Kretschmer, S Seifert, SK Zhou, M Sch÷binger, D Liu, ...
US Patent 10,582,907, 2020
172020
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
162020
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
162019
Automatic extraction of 3D dynamic left ventricle model from 2D rotational angiocardiogram
M Chen, Y Zheng, K Mueller, C Rohkohl, G Lauritsch, J Boese, ...
International Conference on Medical Image Computing and Computer-Assistedá…, 2011
162011
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
International Conference on Medical Image Computing and Computer-Assistedá…, 2017
152017
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
142014
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
122019
Subtraction of projection data in medical diagnostic imaging
M Chen, Y Zheng, K Mueller, C Rohkohl, G Lauritsch, J Boese, ...
US Patent 9,147,268, 2015
92015
A new method of diaphragm apex motion detection from 2D projection images of mega-voltage cone beam CT
M Chen, J Bai, RAC Siochi
Physics in Medicine & Biology 58 (3), 715, 2013
92013
Feasibility of using respiratory correlated mega voltage cone beam computed tomography to measure tumor motion
M Chen, RA Siochi
Journal of applied clinical medical physics 12 (2), 201-212, 2011
92011
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
62018
Adversarial and dual inverse deep learning networks for medical image analysis
SK Zhou, M Chen, D Xu, XU Zhoubing, D Yang
US Patent App. 15/868,062, 2018
62018
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Articles 1–20