Xiaoqian Jiang

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Shuang WangCofounder of Nuowei Tech (NVXClouds)Verified email at nvxclouds.com
Lucila Ohno-MachadoUniversity of California San DiegoVerified email at ucsd.edu
Noman MohammedAssociate Professor, University of ManitobaVerified email at cs.umanitoba.ca
Jihoon KimAssistant Professor, Department of Biomedical Informatics and Data Science, Yale School of MedicineVerified email at yale.edu
Jaideep VaidyaDistinguished Professor, Rutgers UniversityVerified email at business.rutgers.edu
Li XiongSamuel Dobbs Professor, Computer Science, Biomedical Informatics, Emory UniversityVerified email at emory.edu
Kristin E. LauterDirector of Research Science, North American Labs, Meta AI ResearchVerified email at meta.com
Hongkai XiongDistinguished Professor, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Wenrui DaiShanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Hwanjo YuPOSTECHVerified email at postech.ac.kr
Feng ChenDepartment of Biomedical Informatics, University of California, San DiegoVerified email at ucsd.edu
Haixu TangProfessor, Indiana UniversityVerified email at indiana.edu
Bradley MalinAccenture Professor of Biomedical Informatics, Biostatistics, and Computer Science, VanderbiltVerified email at vanderbilt.edu
Lijuan CuiPh.D. candidate, University of OklahomaVerified email at ou.edu
Ralph GrossPostdoctoral Fellow, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Bing DongProfessor, Ph.D. IBPSA Fellow. Mechanical and Aerospace Engineering, Syracuse UniversityVerified email at syr.edu
Wanhong XuSoftware Engineer, FacebookVerified email at fb.com
Jialan QueMcafee, IncVerified email at mcafee.com
Aditya Krishna MenonResearch Scientist, GoogleVerified email at google.com
Nathaniel HeintzmanDexcom, IncVerified email at dexcom.com

Xiaoqian Jiang

McWilliams School of Biomedical Informatics, UTHealth

Verified email at uth.tmc.edu

predictive modeling healthcare privacy


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	2805	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	342	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	320	2018
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	285	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	269	2006
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	259	2012
Privacy-preserving SVM classification J Vaidya, H Yu, X Jiang Knowledge and Information Systems 14, 161-178, 2008	227	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	191	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	190	2018
Deep representation learning of patient data from Electronic Health Records (EHR): A systematic review Y Si, J Du, Z Li, X Jiang, T Miller, F Wang, WJ Zheng, K Roberts Journal of biomedical informatics 115, 103671, 2021	161	2021
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	161	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	147	2015
Overcome support vector machine diagnosis overfitting H Han, X Jiang Cancer informatics 13, CIN. S13875, 2014	144	2014
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
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	138	2012
Does synthetic data generation of llms help clinical text mining? R Tang, X Han, X Jiang, X Hu arXiv preprint arXiv:2303.04360, 2023	137	2023
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	130	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	124	2017
Responsible, practical genomic data sharing that accelerates research JB Byrd, AC Greene, DV Prasad, X Jiang, CS Greene Nature Reviews Genetics 21 (10), 615-629, 2020	123	2020

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