Fei Jiang, PhD, MS
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Title(s) | Assistant Professor, Epidemiology & Biostatistics |
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School | School of Medicine |
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Address | 550 16th. Street San Francisco CA 94158
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Phone | -- |
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vCard | Download vCard |
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Biography Harvard University, Boston | Postdoctoral Fellow | 06/2016 | Biostatistics | Rice University, Houston | Ph.D. | 01/2014 | Statistics | The University of Texas at Houston, Houston | M.S. | 07/2010 | Biostatistics |
Stroke and Vascular Neurology Journal | 2018
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| 2018 | Stroke and Vascular Neurology High Impact Paper Award | ENAR | 2013
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| 2013 | ENAR Distinguished Student Paper Award | Rice University | 2010
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| 2012 | Rice Graduate Student Fellowship |
Overview Dr. Jiang is an assistant professor in biostatistics in the University of California, San Francisco. She has been an assistant professor in statistics for three years in the University of Hong Kong. Her research interest lies in machine learning methods, high dimensional models, functional data analysis and their applications in analyzing neurological, image, genetics data, and in designing adaptive randomization clinical trials. Her efforts yield high quality statistical and computational publications, which focus on addressing practical problems in the medical domain. In addition, she has taught both undergraduate and graduate courses on the foundations of statistics and their applications in medical diagnosis, medical decision making, classification, prognostic prediction, and clinical trials. Furthermore, she has involved in establishing Master of Data Science and Artificial Intelligence program in the University of Hong Kong. As a researcher with solid statistical background, she is able to provide rigorous data driven tools to analyze wide range of biomedical data.
high dimensional data analysis, functional data analysis, machine learning, measurement error, stroke, EMR, EHR, Huntington's disease, cardiovascular disease, neuroimage, source localization, change point problem, medical device signal processing, digital health, observational study, brain functional connectivity, brain mechanisms for speech
Research ORNG Applications Bibliographic
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Understanding and Utilizing the Linearity Condition in Dimension Reduction. Statistica Sinica. 2019; In press.
Ma, Y. and Jiang, F.
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A Functional Single Index Model. Statistica Sinica. 2019; In press.
Jiang, F., Baek, S., Cao, J., Ma, Y.
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Robust Alternatives to ANCOVA for Estimating the Treatment Effect via a Randomized Comparative Study. Journal of the American Statistical Association. 2019; 0(0).
Jiang, F., Tian, L, Fu, H., Hasegawa, T, and Wei, L. J. View Publication.
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Sufficient Direction Factor Model and its Application for eQTL Discovery. Biometrika. 2019; 2(106):417–432.
Jiang, F., Ma, Y., and Wei, Y. View Publication.
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Functional Censored Quantile Regression with Application to the BOSS data Analysis. Journal of American Statistical Association. 2019; 0(0):1-24.
Jiang, F., Chen, Q., Yin, G., Shen, H. View Publication.
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Bayesian Multiple Change Point Detection with Non- local Priors. Neural Information Processing Systems. Long version in Transactions on Knowledge Discovery from Data. 2018.
Jiang, F., Yin, G., and Dominici, F.
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Moving Beyond the Conventional Stratified Analysis to Estimate an Overall Treatment Efficacy with the Data from a Comparative Randomized Clinical Study. Statistics in Medicine. 2018; 6(38):917-932.
Tian, L., Jiang, F., Hasegawa, T., Uno, H., and Wei, L. J. View Publication.
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Kernel-Based Adaptive Randomization Toward Balance in Continuous and Discrete Covariates. Statistica Sinica. 2018; (28 ):2841-2856.
Jiang, F., Ma, Y., and Yin, G. View Publication.
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STK11/LKB1 Mutations and PD-1 Inhibitor Resistance in KRAS-Mutant Lung Adenocarcinoma. Cancer Discov. 2018 07; 8(7):822-835.
Skoulidis F, Goldberg ME, Greenawalt DM, Hellmann MD, Awad MM, Gainor JF, Schrock AB, Hartmaier RJ, Trabucco SE, Gay L, Ali SM, Elvin JA, Singal G, Ross JS, Fabrizio D, Szabo PM, Chang H, Sasson A, Srinivasan S, Kirov S, Szustakowski J, Vitazka P, Edwards R, Bufill JA, Sharma N, Ou SI, Peled N, Spigel DR, Rizvi H, Aguilar EJ, Carter BW, Erasmus J, Halpenny DF, Plodkowski AJ, Long NM, Nishino M, Denning WL, Galan-Cobo A, Hamdi H, Hirz T, Tong P, Wang J, Rodriguez-Canales J, Villalobos PA, Parra ER, Kalhor N, Sholl LM, Sauter JL, Jungbluth AA, Mino-Kenudson M, Azimi R, Elamin YY, Zhang J, Leonardi GC, Jiang F, Wong KK, Lee JJ, Papadimitrakopoulou VA, Wistuba II, Miller VA, Frampton GM, Wolchok JD, Shaw AT, Jänne PA, Stephens PJ, Rudin CM, Geese WJ, Albacker LA, Heymach JV. PMID: 29773717.
View in: PubMed Mentions: 162 Fields: Translation: HumansAnimalsCTClinical Trials
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Sinew acupuncture for knee osteoarthritis: study protocol for a randomized sham-controlled trial. BMC Complement Altern Med. 2018 Apr 23; 18(1):133.
Au KY, Chen H, Lam WC, Chong CO, Lau A, Vardhanabhuti V, Mak KC, Jiang F, Lam WY, Wu FM, Chan HN, Ng YW, Ng BF, Ziea ET, Lao L. PMID: 29685141.
View in: PubMed Mentions: Fields: Translation: Humans
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Interpreting the Treatment Effect of Trastuzumab for a Duration of 9-weeks vs 1-Year for HER2Positive Breast Cancer. Journal of the American Medical Association, Letter. 2018.
Zack, M. Jiang, F., and Wei, L. J.
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Artificial intelligence in healthcare: past, present and future. Stroke and vascular neurology. 2017; 4(2):230-243..
Jiang, F., Jiang, Y., Zhi, H., Dong, Y., Li, H., Ma, S., Wang, Y., Dong, Q., Shen, H., & Wang, Y. View Publication.
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A Semi-parametric Transformation Frailty Model for Semi-competing Risks Survival Data. Scandinavian Journal of Statistics. 2017; 1(44):112-129.
Jiang, F. and Haneuse, S. View Publication.
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A Semiparametric Method for Survival Analysis, with Application to an AIDS Clinical Trial Study. Journal of the Royal Statistical Society: Series C. 2016; 4(66):833-846.
Jiang, F., Ma, Y., and Lee, J. View Publication.
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Fused Kernel-Spline Smoothing for Repeatedly Measured Outcomes in a Generalized Partially Linear Model with Functional Single Index. Annals of Statistics. 2015; 5(43):1929-1958.
Jiang, F., Ma, Y., and Wang, Y. View Publication.
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A Bayesian Decision-theoretic Sequential-Response Adaptive Randomization Design. Statistics in Medicine. 2013; 12(32):1975-1994.
Jiang, F., Lee, J., and Mueller, P. View Publication.
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Year | Publications |
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2013 | 1 | 2015 | 1 | 2016 | 1 | 2017 | 2 | 2018 | 6 | 2019 | 5 |
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