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    Xiaoqian Jiang

    TitleAssistant Adjunct Professor
    SchoolUniversity of California, San Diego
    DepartmentMedicine
    Address9500 Gilman Drive #0728
    CA La Jolla 92093
    Phone858-534-6391
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      Collapse Research 
      Collapse Research Activities and Funding
      Decentralized differentially-private methods for dynamic data release and analysis
      NIH R01GM118609Jan 1, 2017 - Dec 31, 2020
      Role: Principal Investigator
      SERGEANT: SEcuRe GEnome Analysis competition
      NIH R13HG009072Sep 12, 2016 - Jun 30, 2018
      Role: Principal Investigator
      iCONCUR: informed CONsent for Clinical data and biosample Use for Research
      NIH R01HG008802Sep 21, 2015 - Jun 30, 2018
      Role: Principal Investigator
      Protect Privacy of Healthcare Data in the Cloud
      NIH R21LM012060Sep 15, 2014 - Aug 31, 2016
      Role: Principal Investigator
      Protection of Records: Privacy (PReP) Technology for Medical Research
      NIH R00LM011392Sep 1, 2012 - Aug 31, 2016
      Role: Principal Investigator
      Protection of Records: Privacy (PReP) Technology for Medical Research
      NIH K99LM011392Sep 1, 2012 - Aug 31, 2013
      Role: Principal Investigator

      Collapse Bibliographic 
      Collapse Publications
      Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help.
      List All   |   Timeline
      1. Zhu Y, Lin Y, Yan W, Sun Z, Jiang Z, Shen B, Jiang X, Shi J. Novel Biomarker MicroRNAs for Subtyping of Acute Coronary Syndrome: A Bioinformatics Approach. Biomed Res Int. 2016; 2016:4618323. PMID: 28044128.
        View in: PubMed
      2. Farhan W, Wang Z, Huang Y, Wang S, Wang F, Jiang X. A Predictive Model for Medical Events Based on Contextual Embedding of Temporal Sequences. JMIR Med Inform. 2016 Nov 25; 4(4):e39. PMID: 27888170.
        View in: PubMed
      3. 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. Ann N Y Acad Sci. 2017 Jan; 1387(1):73-83. PMID: 27681358.
        View in: PubMed
      4. Huh J, Marmor R, Jiang X. Lessons Learned for Online Health Community Moderator Roles: A Mixed-Methods Study of Moderators Resigning From WebMD Communities. J Med Internet Res. 2016; 18(9):e247. PMID: 27608721.
        View in: PubMed
      5. 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 Med Inform Decis Mak. 2016; 16 Suppl 3:89. PMID: 27454168.
        View in: PubMed
      6. Dulai PS, Singh S, Jiang X, Peerani F, Narula N, Chaudrey K, Whitehead D, Hudesman D, Lukin D, Swaminath A, Shmidt E, Wang S, Boland BS, Chang JT, Kane S, Siegel CA, Loftus EV, Sandborn WJ, Sands BE, Colombel JF. The Real-World Effectiveness and Safety of Vedolizumab for Moderate-Severe Crohn's Disease: Results From the US VICTORY Consortium. Am J Gastroenterol. 2016 Jun 14. PMID: 27296941.
        View in: PubMed
      7. 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. J Am Med Inform Assoc. 2015 Nov; 22(6):1153-63. PMID: 26555018.
        View in: PubMed
      8. 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. 2016 Jan 15; 32(2):211-8. PMID: 26446135.
        View in: PubMed
      9. 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. J Am Med Inform Assoc. 2015 Nov; 22(6):1212-9. PMID: 26159465.
        View in: PubMed
      10. Wei W, Demner-Fushman D, Wang S, Jiang X, Ohno-Machado L. Ranking Medical Subject Headings using a factor graph model. AMIA Jt Summits Transl Sci Proc. 2015; 2015:56-63. PMID: 26306236.
        View in: PubMed
      11. Jiang X, Wu Y, Marsolo K, Ohno-Machado L. Development of a web service for analysis in a distributed network. EGEMS (Wash DC). 2014; 2(1):1053. PMID: 25848586.
        View in: PubMed
      12. Wang S, Jiang X, Chen F, Cui L, Cheng S. Streamlined Genome Sequence Compression using Distributed Source Coding. Cancer Inform. 2014; 13(Suppl 1):123-31. PMID: 25520552.
        View in: PubMed
      13. Kim H, Ohno-Machado L, Oh J, Jiang X. Trends in publication of nursing informatics research. AMIA Annu Symp Proc. 2014; 2014:805-14. PMID: 25954387.
        View in: PubMed
      14. Jiang X, Chen R, Cheng S, Jiang X, Shen B, Xu R, Yi S. Computational advances in cancer informatics (a). Cancer Inform. 2014; 13(Suppl 1):45-8. PMID: 25484572.
        View in: PubMed
      15. Karimi S, Jiang X, Cosman P, Martz H. Flexible methods for segmentation evaluation: Results from CT-based luggage screening. J Xray Sci Technol. 2014 Jan 1; 22(2):175-95. PMID: 24699346.
        View in: PubMed
      16. Kim H, Chung H, Wang S, Jiang X, Choi J. SAPPIRE: a Prototype Mobile Tool for Pressure Ulcer Risk Assessment. Stud Health Technol Inform. 2014; 201:433-40. PMID: 24943578.
        View in: PubMed
      17. 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. 2013; 8(11):e80377. PMID: 24282536.
        View in: PubMed
      18. Wang S, Jiang X, Ji Z, El-Kareh R, Choi J, Kim H. When you can't tell when it hurts: a preliminary algorithm to assess pain in patients who can't communicate. AMIA Annu Symp Proc. 2013; 2013:1429-37. PMID: 24551418.
        View in: PubMed
      19. Jiang X, Tse K, Wang S, Doan S, Kim H, Ohno-Machado L. Recent trends in biomedical informatics: a study based on JAMIA articles. J Am Med Inform Assoc. 2013 Dec; 20(e2):e198-205. PMID: 24214018.
        View in: PubMed
      20. Jiang W, Li P, Wang S, Wu Y, Xue M, Ohno-Machado L, Jiang X. WebGLORE: a Web service for Grid LOgistic REgression. Bioinformatics. 2013 Dec 15; 29(24):3238-40. PMID: 24072732.
        View in: PubMed
      21. 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. J Am Med Inform Assoc. 2014 Jan 1; 21(1):31-6. PMID: 23989082.
        View in: PubMed
      22. Jiang X, Sarwate AD, Ohno-Machado L. Privacy technology to support data sharing for comparative effectiveness research: a systematic review. Med Care. 2013 Aug; 51(8 Suppl 3):S58-65. PMID: 23774511.
        View in: PubMed
      23. Wang S, Jiang X, Wu Y, Cui L, Cheng S, Ohno-Machado L. EXpectation Propagation LOgistic REgRession (EXPLORER): distributed privacy-preserving online model learning. J Biomed Inform. 2013 Jun; 46(3):480-96. PMID: 23562651.
        View in: PubMed
      24. Ohno-Machado L, Farcas C, Kim J, Wang S, Jiang X. Genomes in the cloud: balancing privacy rights and the public good. AMIA Summits Transl Sci Proc. 2013; 2013:128. PMID: 24303320.
        View in: PubMed
      25. Jiang X, Menon A, Wang S, Kim J, Ohno-Machado L. Doubly Optimized Calibrated Support Vector Machine (DOC-SVM): an algorithm for joint optimization of discrimination and calibration. PLoS One. 2012; 7(11):e48823. PMID: 23139819.
        View in: PubMed
      26. Jiang X, Kim J, Wu Y, Wang S, Ohno-Machado L. Selecting cases for whom additional tests can improve prognostication. AMIA Annu Symp Proc. 2012; 2012:1260-8. PMID: 23304404.
        View in: PubMed
      27. Wu Y, Jiang X, Ohno-Machado L. Preserving Institutional Privacy in Distributed binary Logistic Regression. AMIA Annu Symp Proc. 2012; 2012:1450-8. PMID: 23304425.
        View in: PubMed
      28. Wang S, Cui L, Que J, Choi DH, Jiang X, Cheng S, Xie L. A Randomized Response Model For Privacy Preserving Smart Metering. IEEE Trans Smart Grid. 2012 Sep; 3(2):1317-1324. PMID: 23243488.
        View in: PubMed
      29. Wu Y, Jiang X, Kim J, Ohno-Machado L. Grid Binary LOgistic REgression (GLORE): building shared models without sharing data. J Am Med Inform Assoc. 2012 Sep-Oct; 19(5):758-64. PMID: 22511014.
        View in: PubMed
      30. 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. J Am Med Inform Assoc. 2012 Jun; 19(e1):e137-44. PMID: 22493049.
        View in: PubMed
      31. Wu Y, Jiang X, Kim J, Ohno-Machado L. I-spline Smoothing for Calibrating Predictive Models. AMIA Summits Transl Sci Proc. 2012; 2012:39-46. PMID: 22779048.
        View in: PubMed
      32. Menon AK, Jiang X, Vembu S, Elkan C, Ohno-Machado L. Predicting accurate probabilities with a ranking loss. Proc Int Conf Mach Learn. 2012; 2012:703-710. PMID: 25285328.
        View in: PubMed
      33. Kim HE, Jiang X, Kim J, Ohno-Machado L. Trends in biomedical informatics: most cited topics from recent years. J Am Med Inform Assoc. 2011 Dec; 18 Suppl 1:i166-70. PMID: 22180873.
        View in: PubMed
      34. 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. iDASH: integrating data for analysis, anonymization, and sharing. J Am Med Inform Assoc. 2012 Mar-Apr; 19(2):196-201. PMID: 22081224.
        View in: PubMed
      35. Jiang X, El-Kareh R, Ohno-Machado L. Improving predictions in imbalanced data using Pairwise Expanded Logistic Regression. AMIA Annu Symp Proc. 2011; 2011:625-34. PMID: 22195118.
        View in: PubMed
      36. Kim J, Grillo JM, Boxwala AA, Jiang X, Mandelbaum RB, Patel BA, Mikels D, Vinterbo SA, Ohno-Machado L. Anomaly and signature filtering improve classifier performance for detection of suspicious access to EHRs. AMIA Annu Symp Proc. 2011; 2011:723-31. PMID: 22195129.
        View in: PubMed
      37. Jiang X, Osl M, Kim J, Ohno-Machado L. Calibrating predictive model estimates to support personalized medicine. J Am Med Inform Assoc. 2012 Mar-Apr; 19(2):263-74. PMID: 21984587.
        View in: PubMed
      38. Jiang X, Osl M, Kim J, Ohno-Machado L. Smooth isotonic regression: a new method to calibrate predictive models. AMIA Summits Transl Sci Proc. 2011; 2011:16-20. PMID: 22211175.
        View in: PubMed
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