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Jie Xu
Jie Xu
Health Outcomes & Biomedical Informatics, University of Florida
Verified email at ufl.edu - Homepage
Title
Cited by
Cited by
Year
Federated learning for healthcare informatics
J Xu, BS Glicksberg, C Su, P Walker, J Bian, F Wang
Journal of Healthcare Informatics Research 5 (1), 1-19, 2021
3262021
Federated learning of electronic health records to improve mortality prediction in hospitalized patients with COVID-19: machine learning approach
A Vaid, SK Jaladanki, J Xu, S Teng, A Kumar, S Lee, S Somani, ...
JMIR medical informatics 9 (1), e24207, 2021
74*2021
Similarity constraints-based structured output regression machine: An approach to image super-resolution
C Deng, J Xu, K Zhang, D Tao, X Gao, X Li
IEEE transactions on neural networks and learning systems 27 (12), 2472-2485, 2015
422015
Multi-class support vector machine via maximizing multi-class margins
J Xu, X Liu, Z Huo, C Deng, F Nie, H Huang
The 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), 2017
282017
Compressed multi-scale feature fusion network for single image super-resolution
X Fan, Y Yang, C Deng, J Xu, X Gao
Signal processing 146, 50-60, 2018
262018
Bilevel distance metric learning for robust image recognition
J Xu, L Luo, C Deng, H Huang
Advances in neural information processing systems 31, 2018
222018
Multi-Level Metric Learning via Smoothed Wasserstein Distance.
J Xu, L Luo, C Deng, H Huang
The 27th International Joint Conference on Artificial Intelligence (IJCAI …, 2018
152018
Predicting Alzheimer¢s disease cognitive assessment via robust low-rank structured sparse model
J Xu, C Deng, X Gao, D Shen, H Huang
IJCAI: proceedings of the conference 2017, 3880, 2017
152017
Toward cross‐platform electronic health record‐driven phenotyping using Clinical Quality Language
PS Brandt, RC Kiefer, JA Pacheco, P Adekkanattu, ET Sholle, FS Ahmad, ...
Learning Health Systems 4 (4), e10233, 2020
122020
Federated patient hashing
J Xu, Z Xu, P Walker, F Wang
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 6486-6493, 2020
102020
Robust metric learning on Grassmann manifolds with generalization guarantees
L Luo, J Xu, C Deng, H Huang
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 4480-4487, 2019
102019
New robust metric learning model using maximum correntropy criterion
J Xu, L Luo, C Deng, H Huang
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
82018
A (DP)^ 2SGD: Asynchronous Decentralized Parallel Stochastic Gradient Descent with Differential Privacy
J Xu, W Zhang, F Wang
IEEE transactions on pattern analysis and machine intelligence, 2021
62021
Data‐driven discovery of probable Alzheimer's disease and related dementia subphenotypes using electronic health records
J Xu, F Wang, Z Xu, P Adekkanattu, P Brandt, G Jiang, RC Kiefer, Y Luo, ...
Learning Health Systems 4 (4), e10246, 2020
62020
Subphenotyping depression using machine learning and electronic health records
Z Xu, F Wang, P Adekkanattu, B Bose, V Vekaria, P Brandt, G Jiang, ...
Learning health systems 4 (4), e10241, 2020
62020
Coupled fisher discrimination dictionary learning for single image super-resolution
S Ye, C Deng, J Xu, X Gao
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
62015
Federated learning of electronic health records improves mortality prediction in patients
A Vaid, SK Jaladanki, J Xu, S Teng, A Kumar, S Lee
Ethnicity 52 (6), 0-001, 2020
52020
Image super-resolution using multi-layer support vector regression
J Xu, C Deng, X Gao, D Tao, X Li
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
42014
Orthogonality-promoting dictionary learning via Bayesian inference
L Luo, J Xu, C Deng, H Huang
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 4472-4479, 2019
32019
Image super-resolution based on sparse representation with joint constraints
J Xu, C Deng, X Liu, J Li
Proceedings of International Conference on Internet Multimedia Computing and …, 2014
32014
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