Deep learning for healthcare: review, opportunities and challenges R Miotto, F Wang, S Wang, X Jiang, JT Dudley Briefings in bioinformatics 19 (6), 1236-1246, 2018 | 1860 | 2018 |
The real-world effectiveness and safety of vedolizumab for moderate–severe Crohn’s disease: results from the US VICTORY consortium PS Dulai, S Singh, X Jiang, F Peerani, N Narula, K Chaudrey, ... Official journal of the American College of Gastroenterology| ACG 111 (8 …, 2016 | 284 | 2016 |
Privacy-preserving svm classification on vertically partitioned data H Yu, J Vaidya, X Jiang Advances in Knowledge Discovery and Data Mining: 10th Pacific-Asia …, 2006 | 256 | 2006 |
Privacy-preserving SVM using nonlinear kernels on horizontally partitioned data H Yu, X Jiang, J Vaidya Proceedings of the 2006 ACM symposium on Applied computing, 603-610, 2006 | 248 | 2006 |
Secure logistic regression based on homomorphic encryption: Design and evaluation M Kim, Y Song, S Wang, Y Xia, X Jiang JMIR medical informatics 6 (2), e8805, 2018 | 223 | 2018 |
Secure outsourced matrix computation and application to neural networks X Jiang, M Kim, K Lauter, Y Song Proceedings of the 2018 ACM SIGSAC conference on computer and communications …, 2018 | 209 | 2018 |
Privacy-preserving SVM classification J Vaidya, H Yu, X Jiang Knowledge and Information Systems 14, 161-178, 2008 | 209 | 2008 |
Calibrating predictive model estimates to support personalized medicine X Jiang, M Osl, J Kim, L Ohno-Machado Journal of the American Medical Informatics Association 19 (2), 263-274, 2012 | 175 | 2012 |
Grid Binary LOgistic REgression (GLORE): building shared models without sharing data Y Wu, X Jiang, J Kim, L Ohno-Machado Journal of the American Medical Informatics Association 19 (5), 758-764, 2012 | 163 | 2012 |
HEALER: homomorphic computation of ExAct Logistic rEgRession for secure rare disease variants analysis in GWAS S Wang, Y Zhang, W Dai, K Lauter, M Kim, Y Tang, H Xiong, X Jiang Bioinformatics 32 (2), 211-218, 2016 | 131 | 2016 |
iDASH: integrating data for analysis, anonymization, and sharing L Ohno-Machado, V Bafna, AA Boxwala, BE Chapman, WW Chapman, ... Journal of the American Medical Informatics Association 19 (2), 196-201, 2012 | 131 | 2012 |
Privacy-preserving patient similarity learning in a federated environment: development and analysis J Lee, J Sun, F Wang, S Wang, CH Jun, X Jiang JMIR medical informatics 6 (2), e7744, 2018 | 117 | 2018 |
Princess: Privacy-protecting rare disease international network collaboration via encryption through software guard extensions F Chen, S Wang, X Jiang, S Ding, Y Lu, J Kim, SC Sahinalp, C Shimizu, ... Bioinformatics 33 (6), 871-878, 2017 | 117 | 2017 |
WebDISCO: a web service for distributed cox model learning without patient-level data sharing CL Lu, S Wang, Z Ji, Y Wu, L Xiong, X Jiang, L Ohno-Machado Journal of the American Medical Informatics Association 22 (6), 1212-1219, 2015 | 110 | 2015 |
Overcome support vector machine diagnosis overfitting H Han, X Jiang Cancer informatics 13, CIN. S13875, 2014 | 106 | 2014 |
Genome privacy: challenges, technical approaches to mitigate risk, and ethical considerations in the United States S Wang, X Jiang, S Singh, R Marmor, L Bonomi, D Fox, M Dow, ... Annals of the New York Academy of Sciences 1387 (1), 73-83, 2017 | 96 | 2017 |
Differentially private synthesization of multi-dimensional data using copula functions H Li, L Xiong, X Jiang Advances in database technology: proceedings. International conference on …, 2014 | 90 | 2014 |
pSCANNER: Patient-centered scalable national network for effectiveness research L Ohno-Machado, Z Agha, DS Bell, L Dahm, ME Day, JN Doctor, ... Journal of the American Medical Informatics Association 21 (4), 621-626, 2014 | 87 | 2014 |
Expectation propagation logistic regression (explorer): distributed privacy-preserving online model learning S Wang, X Jiang, Y Wu, L Cui, S Cheng, L Ohno-Machado Journal of biomedical informatics 46 (3), 480-496, 2013 | 86 | 2013 |
Federated tensor factorization for computational phenotyping Y Kim, J Sun, H Yu, X Jiang Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017 | 85 | 2017 |