Xiaoqian Jiang
Xiaoqian Jiang
McWilliams School of Biomedical Informatics, UTHealth
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Cited by
Cited by
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
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
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
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
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
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
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
Privacy-preserving SVM classification
J Vaidya, H Yu, X Jiang
Knowledge and Information Systems 14, 161-178, 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
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
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
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
Overcome support vector machine diagnosis overfitting
H Han, X Jiang
Cancer informatics 13, CIN. S13875, 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
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
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
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
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
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
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
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