Xiaoqian Jiang

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

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Xiaoqian Jiang

McWilliams School of Biomedical Informatics, UTHealth

Dirección de correo verificada de uth.tmc.edu

predictive modeling healthcare privacy


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	3069	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	381	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	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	339	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	288	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	271	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	268	2012
Privacy-preserving SVM classification J Vaidya, H Yu, X Jiang Knowledge and Information Systems 14, 161-178, 2008	233	2008
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	202	2018
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	198	2012
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	186	2021
Does synthetic data generation of llms help clinical text mining? R Tang, X Han, X Jiang, X Hu arXiv preprint arXiv:2303.04360, 2023	171	2023
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	167	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	153	2015
Overcome support vector machine diagnosis overfitting H Han, X Jiang Cancer informatics 13, CIN. S13875, 2014	153	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
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	136	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	135	2020
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	122	2014

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