| 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 | 847 | 2018 |
| 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 | 224 | 2006 |
| Privacy-preserving svm classification on vertically partitioned data H Yu, J Vaidya, X Jiang Pacific-asia conference on knowledge discovery and data mining, 647-656, 2006 | 211 | 2006 |
| 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, ... American Journal of Gastroenterology 111 (8), 1147-1155, 2016 | 206 | 2016 |
| Privacy-preserving SVM classification J Vaidya, H Yu, X Jiang Knowledge and Information Systems 14 (2), 161-178, 2008 | 174 | 2008 |
| 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 | 123 | 2012 |
| 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 | 117 | 2012 |
| 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), e19, 2018 | 94 | 2018 |
| 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 | 90 | 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 | 88 | 2016 |
| 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 | 80 | 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 | 74 | 2017 |
| 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 | 69 | 2014 |
| A randomized response model for privacy preserving smart metering S Wang, L Cui, J Que, DH Choi, X Jiang, S Cheng, L Xie IEEE transactions on smart grid 3 (3), 1317-1324, 2012 | 69 | 2012 |
| 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, 2017 | 67 | 2017 |
| 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 | 59 | 2013 |
| Overcome support vector machine diagnosis overfitting H Han, X Jiang Cancer informatics 13, CIN. S13875, 2014 | 58 | 2014 |
| 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 | 57 | 2015 |
| 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 | 54 | 2014 |
| Addressing Beacon re-identification attacks: quantification and mitigation of privacy risks JL Raisaro, F Tramer, Z Ji, D Bu, Y Zhao, K Carey, D Lloyd, H Sofia, ... Journal of the American Medical Informatics Association 24 (4), 799-805, 2017 | 53 | 2017 |
Shuang WangAdjunct Professor, School of Informatics, Computing and Engineering, Indiana UniversityVerified email at iu.edu
