| 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 | 2782 | 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 | 330 | 2016 |
| 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 | 319 | 2018 |
| 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 | 187 | 2018 |
| 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 | 160 | 2016 |
| 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 | 146 | 2015 |
| 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 | 140 | 2017 |
| 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 | 123 | 2017 |
| 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 | 101 | 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 | 99 | 2013 |
| 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 | 98 | 2014 |
| Cloud-based system for effective surveillance and control of COVID-19: useful experiences from Hubei, China M Gong, L Liu, X Sun, Y Yang, S Wang, H Zhu Journal of medical Internet research 22 (4), e18948, 2020 | 96 | 2020 |
| 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 | 90 | 2012 |
| Privacy-preserving GWAS analysis on federated genomic datasets SD Constable, Y Tang, S Wang, X Jiang, S Chapin BMC medical informatics and decision making 15, 1-9, 2015 | 85 | 2015 |
| Foresee: Fully outsourced secure genome study based on homomorphic encryption Y Zhang, W Dai, X Jiang, H Xiong, S Wang BMC medical informatics and decision making 15, 1-11, 2015 | 83 | 2015 |
| Privacy-preserving techniques of genomic data—a survey MMA Aziz, MN Sadat, D Alhadidi, S Wang, X Jiang, CL Brown, ... Briefings in bioinformatics 20 (3), 887-895, 2019 | 80 | 2019 |
| A predictive model for medical events based on contextual embedding of temporal sequences W Farhan, Z Wang, Y Huang, S Wang, F Wang, X Jiang JMIR medical informatics 4 (4), e5977, 2016 | 75 | 2016 |
| Protecting genomic data analytics in the cloud: state of the art and opportunities H Tang, X Jiang, X Wang, S Wang, H Sofia, D Fox, K Lauter, B Malin, ... BMC medical genomics 9, 1-9, 2016 | 72 | 2016 |
| Safety: secure gwas in federated environment through a hybrid solution MN Sadat, MM Al Aziz, N Mohammed, F Chen, X Jiang, S Wang IEEE/ACM transactions on computational biology and bioinformatics 16 (1), 93-102, 2018 | 69 | 2018 |
| Differential-private data publishing through component analysis X Jiang, Z Ji, S Wang, N Mohammed, S Cheng, L Ohno-Machado Transactions on data privacy 6 (1), 19-34, 2013 | 67 | 2013 |
Xiaoqian JiangMcWilliams School of Biomedical Informatics, UTHealthVerified email at uth.tmc.edu
