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Xiaoqian Jiang, Ph.D. - Publications

Affiliations: 
2010 Carnegie Mellon University, Pittsburgh, PA 
Area:
Computer Science
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74 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2024 Li Z, Yan C, Zhang X, Gharibi G, Yin Z, Jiang X, Malin BA. Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics. Amia ... Annual Symposium Proceedings. Amia Symposium. 2023: 1047-1056. PMID 38222326  0.472
2023 Li B, Shi X, Gao H, Jiang X, Zhang K, Harmanci AO, Malin B. Enhancing Fairness in Disease Prediction with Optimizing Multiple Domain Adversarial Networks. Biorxiv : the Preprint Server For Biology. PMID 37609241 DOI: 10.1101/2023.08.04.551906  0.488
2022 Kuo TT, Jiang X, Tang H, Wang X, Harmanci A, Kim M, Post K, Bu D, Bath T, Kim J, Liu W, Chen H, Ohno-Machado L. The evolving privacy and security concerns for genomic data analysis and sharing as observed from the iDASH competition. Journal of the American Medical Informatics Association : Jamia. PMID 36164820 DOI: 10.1093/jamia/ocac165  0.305
2020 Doctor JN, Vaidya J, Jiang X, Wang S, Schilling LM, Ong T, Matheny ME, Ohno-Machado L, Meeker D. Efficient determination of equivalence for encrypted data. Computers & Security. 97. PMID 33223585 DOI: 10.1016/J.Cose.2020.101939  0.333
2020 Telenti A, Jiang X. Treating medical data as a durable asset. Nature Genetics. PMID 32929286 DOI: 10.1038/S41588-020-0698-Y  0.364
2020 Raisaro JL, Marino F, Troncoso-Pastoriza J, Beau-Lejdstrom R, Bellazzi R, Murphy R, Bernstam EV, Wang H, Bucalo M, Chen Y, Gottlieb A, Harmanci A, Kim M, Kim Y, Klann J, ... ... Jiang X, et al. SCOR: A secure international informatics infrastructure to investigate COVID-19. Journal of the American Medical Informatics Association : Jamia. PMID 32918447 DOI: 10.1093/Jamia/Ocaa172  0.57
2020 Kuo TT, Jiang X, Tang H, Wang X, Bath T, Bu D, Wang L, Harmanci A, Zhang S, Zhi D, Sofia HJ, Ohno-Machado L. iDASH secure genome analysis competition 2018: blockchain genomic data access logging, homomorphic encryption on GWAS, and DNA segment searching. Bmc Medical Genomics. 13: 98. PMID 32693816 DOI: 10.1186/S12920-020-0715-0  0.339
2020 Wang S, Bonomi L, Dai W, Chen F, Cheung C, Bloss CS, Cheng S, Jiang X. Big Data Privacy in Biomedical Research. Ieee Transactions On Big Data. 6: 296-308. PMID 32478127 DOI: 10.1109/Tbdata.2016.2608848  0.376
2020 Lee D, Jiang X, Yu H. Harmonized Representation Learning on Dynamic EHR Graphs. Journal of Biomedical Informatics. 103426. PMID 32339747 DOI: 10.1016/J.Jbi.2020.103426  0.323
2020 Kim M, Lee J, Ohno-Machado L, Jiang X. Secure and Differentially Private Logistic Regression for Horizontally Distributed Data Ieee Transactions On Information Forensics and Security. 15: 695-710. DOI: 10.1109/Tifs.2019.2925496  0.405
2019 Bonomi L, Jiang X, Ohno-Machado L. Protecting patient privacy in survival analyses. Journal of the American Medical Informatics Association : Jamia. PMID 31750926 DOI: 10.1093/Jamia/Ocz195  0.326
2019 Sadat MN, Aziz MMA, Mohammed N, Pakhomov S, Liu H, Jiang X. A privacy-preserving distributed filtering framework for NLP artifacts. Bmc Medical Informatics and Decision Making. 19: 183. PMID 31493797 DOI: 10.1186/S12911-019-0867-Z  0.334
2019 Xiang Y, Xu J, Si Y, Li Z, Rasmy L, Zhou Y, Tiryaki F, Li F, Zhang Y, Wu Y, Jiang X, Zheng WJ, Zhi D, Tao C, Xu H. Time-sensitive clinical concept embeddings learned from large electronic health records. Bmc Medical Informatics and Decision Making. 19: 58. PMID 30961579 DOI: 10.1186/S12911-019-0766-3  0.308
2019 Li Z, Roberts K, Jiang X, Long Q. Distributed Learning from Multiple EHR Databases: Contextual Embedding Models for Medical Events. Journal of Biomedical Informatics. 103138. PMID 30825539 DOI: 10.1016/J.Jbi.2019.103138  0.408
2019 Shen B, Jiang X, Zhao X. Modeling and Simulation Studies of Complex Biological Systems for Precision Medicine and Healthcare Ieee/Acm Transactions On Computational Biology and Bioinformatics. 16: 91-92. DOI: 10.1109/Tcbb.2018.2850078  0.355
2018 Chen L, Aziz MM, Mohammed N, Jiang X. Secure large-scale genome data storage and query. Computer Methods and Programs in Biomedicine. 165: 129-137. PMID 30337067 DOI: 10.1016/J.Cmpb.2018.08.007  0.37
2018 Wang X, Tang H, Wang S, Jiang X, Wang W, Bu D, Wang L, Jiang Y, Wang C. iDASH secure genome analysis competition 2017. Bmc Medical Genomics. 11: 85. PMID 30309344 DOI: 10.1186/S12920-018-0396-0  0.312
2018 Dyke SOM, Linden M, Lappalainen I, De Argila JR, Carey K, Lloyd D, Spalding JD, Cabili MN, Kerry G, Foreman J, Cutts T, Shabani M, Rodriguez LL, Haeussler M, Walsh B, ... Jiang X, et al. Registered access: authorizing data access. European Journal of Human Genetics : Ejhg. PMID 30069064 DOI: 10.1038/S41431-018-0219-Y  0.569
2018 Wang M, Ji Z, Kim HE, Wang S, Xiong L, Jiang X. Selecting Optimal Subset to release under Differentially Private M-estimators from Hybrid Datasets. Ieee Transactions On Knowledge and Data Engineering. 30: 573-584. PMID 30034201 DOI: 10.1109/Tkde.2017.2773545  0.312
2018 Jiang Y, Hamer J, Wang C, Jiang X, Kim M, Song Y, Xia Y, Mohammed N, Sadat MN, Wang S. SecureLR: Secure Logistic Regression Model via a Hybrid Cryptographic Protocol. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 29994005 DOI: 10.1109/Tcbb.2018.2833463  0.389
2018 Sadat MN, Aziz MMA, Mohammed N, Chen F, Jiang X, Wang S. SAFETY: Secure gwAs in Federated Environment Through a hYbrid solution. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 29993695 DOI: 10.1109/Tcbb.2018.2829760  0.397
2018 Chen F, Jiang X, Wang S, Schilling LM, Meeker D, Ong T, Matheny ME, Doctor JN, Ohno-Machado L, Vaidya J. Perfectly Secure and Efficient Two-Party Electronic-Health-Record Linkage. Ieee Internet Computing. 22: 32-41. PMID 29867290 DOI: 10.1109/Mic.2018.112102542  0.338
2018 Huang Y, Lee J, Wang S, Sun J, Liu H, Jiang X. Privacy-Preserving Predictive Modeling: Harmonization of Contextual Embeddings From Different Sources. Jmir Medical Informatics. 6: e33. PMID 29769172 DOI: 10.2196/Medinform.9455  0.378
2018 Kim M, Song Y, Wang S, Xia Y, Jiang X. Secure Logistic Regression Based on Homomorphic Encryption: Design and Evaluation. Jmir Medical Informatics. 6: e19. PMID 29666041 DOI: 10.2196/Medinform.8805  0.371
2018 Lee J, Sun J, Wang F, Wang S, Jun CH, Jiang X. Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis. Jmir Medical Informatics. 6: e20. PMID 29653917 DOI: 10.2196/Medinform.7744  0.349
2018 Sadat MN, Jiang X, Aziz MMA, Wang S, Mohammed N. Secure and Efficient Regression Analysis Using a Hybrid Cryptographic Framework: Development and Evaluation. Jmir Medical Informatics. 6: e14. PMID 29506966 DOI: 10.2196/Medinform.8286  0.382
2018 Ayday E, Jiang X, Malin B. GenoPri'16: International Workshop on Genome Privacy and Security Ieee/Acm Transactions On Computational Biology and Bioinformatics. 15: 1403-1404. DOI: 10.1109/Tcbb.2018.2856959  0.528
2017 Bonomi L, Jiang X. Linking temporal medical records using non-protected health information data. Statistical Methods in Medical Research. 962280217698005. PMID 29298592 DOI: 10.1177/0962280217698005  0.378
2017 Bonomi L, Jiang X. Patient Ranking with Temporally Annotated Data. Journal of Biomedical Informatics. PMID 29277597 DOI: 10.1016/J.Jbi.2017.12.007  0.364
2017 Wang S, Jiang X, Tang H, Wang X, Bu D, Carey K, Dyke SO, Fox D, Jiang C, Lauter K, Malin B, Sofia H, Telenti A, Wang L, Wang W, et al. A community effort to protect genomic data sharing, collaboration and outsourcing. Npj Genomic Medicine. 2: 33. PMID 29263842 DOI: 10.1038/S41525-017-0036-1  0.591
2017 Aziz MMA, Sadat MN, Alhadidi D, Wang S, Jiang X, Brown CL, Mohammed N. Privacy-preserving techniques of genomic data-a survey. Briefings in Bioinformatics. PMID 29121240 DOI: 10.1093/Bib/Bbx139  0.384
2017 Chen F, Wang C, Dai W, Jiang X, Mohammed N, Al Aziz MM, Sadat MN, Sahinalp C, Lauter K, Wang S. PRESAGE: PRivacy-preserving gEnetic testing via SoftwAre Guard Extension. Bmc Medical Genomics. 10: 48. PMID 28786365 DOI: 10.1186/S12920-017-0281-2  0.357
2017 Miotto R, Wang F, Wang S, Jiang X, Dudley JT. Deep learning for healthcare: review, opportunities and challenges. Briefings in Bioinformatics. PMID 28481991 DOI: 10.1093/Bib/Bbx044  0.369
2017 Raisaro JL, Tramèr F, Ji Z, Bu D, Zhao Y, Carey K, Lloyd D, Sofia H, Baker D, Flicek P, Shringarpure S, Bustamante C, Wang S, Jiang X, Ohno-Machado L, et al. Addressing Beacon re-identification attacks: quantification and mitigation of privacy risks. Journal of the American Medical Informatics Association : Jamia. PMID 28339683 DOI: 10.1093/Jamia/Ocw167  0.359
2017 Chen F, Wang S, Jiang X, Ding S, Lu Y, Kim J, Sahinalp SC, Shimizu C, Burns JC, Wright VJ, Png E, Hibberd ML, Lloyd DD, Yang H, Telenti A, et al. PRINCESS: Privacy-protecting Rare disease International Network Collaboration via Encryption through Software guard extensionS. Bioinformatics (Oxford, England). PMID 28065902 DOI: 10.1093/Bioinformatics/Btw758  0.351
2016 Ghasemi R, Aziz MM, Mohammed N, Dehkordi MH, Jiang X. Private and Efficient Query Processing on Outsourced Genomic Databases. Ieee Journal of Biomedical and Health Informatics. PMID 27834660 DOI: 10.1109/Jbhi.2016.2625299  0.379
2016 Tang H, Jiang X, Wang X, Wang S, Sofia H, Fox D, Lauter K, Malin B, Telenti A, Xiong L, Ohno-Machado L. Protecting genomic data analytics in the cloud: state of the art and opportunities. Bmc Medical Genomics. 9: 63. PMID 27733153 DOI: 10.1186/S12920-016-0224-3  0.589
2016 Wang S, Jiang X, Singh S, Marmor R, Bonomi L, Fox D, Dow M, Ohno-Machado L. Genome privacy: challenges, technical approaches to mitigate risk, and ethical considerations in the United States. Annals of the New York Academy of Sciences. PMID 27681358 DOI: 10.1111/Nyas.13259  0.403
2016 Shi H, Jiang C, Dai W, Jiang X, Tang Y, Ohno-Machado L, Wang S. Secure Multi-pArty Computation Grid LOgistic REgression (SMAC-GLORE). Bmc Medical Informatics and Decision Making. 16: 89. PMID 27454168 DOI: 10.1186/S12911-016-0316-1  0.361
2015 Zhang Y, Dai W, Jiang X, Xiong H, Wang S. FORESEE: Fully Outsourced secuRe gEnome Study basEd on homomorphic Encryption. Bmc Medical Informatics and Decision Making. 15: S5. PMID 26733391 DOI: 10.1186/1472-6947-15-S5-S5  0.378
2015 Constable SD, Tang Y, Wang S, Jiang X, Chapin S. Privacy-preserving GWAS analysis on federated genomic datasets. Bmc Medical Informatics and Decision Making. 15: S2. PMID 26733045 DOI: 10.1186/1472-6947-15-S5-S2  0.374
2015 Han D, Wang S, Jiang C, Jiang X, Kim HE, Sun J, Ohno-Machado L. Trends in biomedical informatics: automated topic analysis of JAMIA articles. Journal of the American Medical Informatics Association : Jamia. 22: 1153-63. PMID 26555018 DOI: 10.1093/Jamia/Ocv157  0.312
2015 Li Y, Jiang X, Wang S, Xiong H, Ohno-Machado L. VERTIcal Grid lOgistic regression (VERTIGO). Journal of the American Medical Informatics Association : Jamia. PMID 26554428 DOI: 10.1093/Jamia/Ocv146  0.331
2015 Wang S, Zhang Y, Dai W, Lauter K, Kim M, Tang Y, Xiong H, Jiang X. HEALER: Homomorphic computation of ExAct Logistic rEgRession for secure rare disease variants analysis in GWAS. Bioinformatics (Oxford, England). PMID 26446135 DOI: 10.1093/Bioinformatics/Btv563  0.36
2015 Lu CL, Wang S, Ji Z, Wu Y, Xiong L, Jiang X, Ohno-Machado L. WebDISCO: A web service for distributed cox model learning without patient-level data sharing. Journal of the American Medical Informatics Association : Jamia. PMID 26159465 DOI: 10.1093/Jamia/Ocv083  0.347
2015 Meeker D, Jiang X, Matheny ME, Farcas C, D'Arcy M, Pearlman L, Nookala L, Day ME, Kim KK, Kim H, Boxwala A, El-Kareh R, Kuo GM, Resnic FS, Kesselman C, et al. A System to Build Distributed Multivariate Models and Manage Disparate Data Sharing Policies: Implementation in the Scalable National Network for Effectiveness Research. Journal of the American Medical Informatics Association : Jamia. PMID 26142423 DOI: 10.1093/Jamia/Ocv017  0.332
2015 Wu Y, Jiang X, Wang S, Jiang W, Li P, Ohno-Machado L. Grid multi-category response logistic models. Bmc Medical Informatics and Decision Making. 15: 10. PMID 25886151 DOI: 10.1186/S12911-015-0133-Y  0.369
2015 Zhao Y, Wang X, Jiang X, Ohno-Machado L, Tang H. Choosing blindly but wisely: differentially private solicitation of DNA datasets for disease marker discovery. Journal of the American Medical Informatics Association : Jamia. 22: 100-8. PMID 25352565 DOI: 10.1136/Amiajnl-2014-003043  0.355
2014 Roozgard A, Barzigar N, Wang S, Jiang X, Cheng S. Empirical Transition Probability Indexing Sparse-Coding Belief Propagation (ETPI-SCoBeP) Genome Sequence Alignment. Cancer Informatics. 13: 159-65. PMID 25983537 DOI: 10.4137/Cin.S13887  0.322
2014 Han H, Jiang X. Overcome support vector machine diagnosis overfitting. Cancer Informatics. 13: 145-58. PMID 25574125 DOI: 10.4137/Cin.S13875  0.309
2014 Jiang X, Zhao Y, Wang X, Malin B, Wang S, Ohno-Machado L, Tang H. A community assessment of privacy preserving techniques for human genomes. Bmc Medical Informatics and Decision Making. 14: S1. PMID 25521230 DOI: 10.1186/1472-6947-14-S1-S1  0.576
2014 Wang S, Jiang X, Chen F, Cui L, Cheng S. Streamlined Genome Sequence Compression using Distributed Source Coding. Cancer Informatics. 13: 123-31. PMID 25520552 DOI: 10.4137/Cin.S13879  0.3
2014 Han H, Jiang X. Disease Biomarker Query from RNA-Seq Data. Cancer Informatics. 13: 81-94. PMID 25392686 DOI: 10.4137/Cin.S13876  0.311
2014 Ji Z, Jiang X, Wang S, Xiong L, Ohno-Machado L. Differentially private distributed logistic regression using private and public data. Bmc Medical Genomics. 7: S14. PMID 25079786 DOI: 10.1186/1755-8794-7-S1-S14  0.371
2014 Li H, Xiong L, Ohno-Machado L, Jiang X. Privacy preserving RBF kernel support vector machine. Biomed Research International. 2014: 827371. PMID 25013805 DOI: 10.1155/2014/827371  0.387
2014 Menon AK, Jiang X, Kim J, Vaidya J, Ohno-Machado L. Detecting Inappropriate Access to Electronic Health Records Using Collaborative Filtering. Machine Learning. 95: 87-101. PMID 24683293 DOI: 10.1007/S10994-013-5376-1  0.388
2014 Li P, Jiang X, Wang S, Kim J, Xiong H, Ohno-Machado L. HUGO: Hierarchical mUlti-reference Genome cOmpression for aligned reads. Journal of the American Medical Informatics Association : Jamia. 21: 363-73. PMID 24368726 DOI: 10.1136/Amiajnl-2013-002147  0.329
2014 Doan S, Lin KW, Conway M, Ohno-Machado L, Hsieh A, Feupe SF, Garland A, Ross MK, Jiang X, Farzaneh S, Walker R, Alipanah N, Zhang J, Xu H, Kim HE. Phendisco: Phenotype discovery system for the database of genotypes and phenotypes Journal of the American Medical Informatics Association. 21: 31-36. PMID 23989082 DOI: 10.1136/Amiajnl-2013-001882  0.342
2013 Dai W, Xiong H, Jiang X, Chen CW. Structured Set Intra Prediction With Discriminative Learning in a Max-Margin Markov Network for High Efficiency Video Coding. Ieee Transactions On Circuits and Systems For Video Technology : a Publication of the Circuits and Systems Society. 23: 1941-1956. PMID 25505829 DOI: 10.1109/Tcsvt.2013.2269776  0.302
2013 Li P, Wang S, Kim J, Xiong H, Ohno-Machado L, Jiang X. DNA-COMPACT: DNA COMpression based on a pattern-aware contextual modeling technique. Plos One. 8: e80377. PMID 24282536 DOI: 10.1371/Journal.Pone.0080377  0.36
2013 Jiang X, Sarwate AD, Ohno-Machado L. Privacy technology to support data sharing for comparative effectiveness research: a systematic review. Medical Care. 51: S58-65. PMID 23774511 DOI: 10.1097/Mlr.0B013E31829B1D10  0.35
2013 Wang S, Jiang X, Wu Y, Cui L, Cheng S, Ohno-Machado L. EXpectation Propagation LOgistic REgRession (EXPLORER): distributed privacy-preserving online model learning. Journal of Biomedical Informatics. 46: 480-96. PMID 23562651 DOI: 10.1016/J.Jbi.2013.03.008  0.367
2013 Mohammed N, Jiang X, Chen R, Fung BC, Ohno-Machado L. Privacy-preserving heterogeneous health data sharing. Journal of the American Medical Informatics Association : Jamia. 20: 462-9. PMID 23242630 DOI: 10.1136/Amiajnl-2012-001027  0.377
2013 Gardner J, Xiong L, Xiao Y, Gao J, Post AR, Jiang X, Ohno-Machado L. SHARE: system design and case studies for statistical health information release. Journal of the American Medical Informatics Association : Jamia. 20: 109-16. PMID 23059729 DOI: 10.1136/Amiajnl-2012-001032  0.307
2012 Wang S, Cui L, Que J, Choi DH, Jiang X, Cheng S, Xie L. A Randomized Response Model For Privacy Preserving Smart Metering. Ieee Transactions On Smart Grid. 3: 1317-1324. PMID 23243488 DOI: 10.1109/Tsg.2012.2192487  0.324
2012 Wu Y, Jiang X, Kim J, Ohno-Machado L. Grid Binary LOgistic REgression (GLORE): building shared models without sharing data. Journal of the American Medical Informatics Association : Jamia. 19: 758-64. PMID 22511014 DOI: 10.1136/Amiajnl-2012-000862  0.4
2012 Jiang X, Boxwala AA, El-Kareh R, Kim J, Ohno-Machado L. A patient-driven adaptive prediction technique to improve personalized risk estimation for clinical decision support. Journal of the American Medical Informatics Association : Jamia. 19: e137-44. PMID 22493049 DOI: 10.1136/Amiajnl-2011-000751  0.338
2012 Ohno-Machado L, Bafna V, Boxwala AA, Chapman BE, Chapman WW, Chaudhuri K, Day ME, Farcas C, Heintzman ND, Jiang X, Kim H, Kim J, Matheny ME, Resnic FS, Vinterbo SA, et al. iDASH: integrating data for analysis, anonymization, and sharing. Journal of the American Medical Informatics Association : Jamia. 19: 196-201. PMID 22081224 DOI: 10.1136/Amiajnl-2011-000538  0.381
2012 Jiang X, Osl M, Kim J, Ohno-Machado L. Calibrating predictive model estimates to support personalized medicine. Journal of the American Medical Informatics Association : Jamia. 19: 263-74. PMID 21984587 DOI: 10.1136/Amiajnl-2011-000291  0.32
2010 Jiang X, Dong B, Xie L, Sweeney L. Adaptive gaussian process for short-term wind speed forecasting Frontiers in Artificial Intelligence and Applications. 215: 661-666. DOI: 10.3233/978-1-60750-606-5-661  0.628
2010 Jiang X, Wu Q, Peng T, Sweeney L. Structure preserving semantic coherent object segmentation Proceedings - International Conference On Image Processing, Icip. 2209-2212. DOI: 10.1109/ICIP.2010.5652755  0.632
2010 Jiang X, Dong B, Sweeney L. Temporal maximum margin markov network Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6321: 587-600. DOI: 10.1007/978-3-642-15880-3_43  0.639
2008 Vaidya J, Yu H, Jiang X. Privacy-preserving SVM classification Knowledge and Information Systems. 14: 161-178. DOI: 10.1007/S10115-007-0073-7  0.387
2007 Jiang X, Xu W, Sweeney L, Li Y, Gross R, Yurovsky D. New directions in contact free hand recognition Proceedings - International Conference On Image Processing, Icip. 2: II389-II392. DOI: 10.1109/ICIP.2007.4379174  0.602
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